pacman::p_load(sf, tmap, sfdep, tidyverse, stplanr, sp, reshape2, httr, performance, ggpubr)Take-Home Exercise 2
Getting started
Importing package to accommodate data wrangling, API, and visualisation
Data Preparation
Importing several data for analysis
Bus Stop
Importing Bus stop locations
busStops <- st_read(dsn = "data/geospatial",
layer = "BusStop") %>%
st_transform(crs = 3414)Reading layer `BusStop' from data source
`/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial'
using driver `ESRI Shapefile'
Simple feature collection with 5161 features and 3 fields
Geometry type: POINT
Dimension: XY
Bounding box: xmin: 3970.122 ymin: 26482.1 xmax: 48284.56 ymax: 52983.82
Projected CRS: SVY21tmap_mode("view")tmap mode set to interactive viewingtm_shape(busStops) +
tm_dots() +
tm_view(set.zoom.limits = c(11,14))tmap_mode("plot")tmap mode set to plottingCreating Hexagonal Grid
Creating hexagonal grid as the base of analysis. The grid size is 750m, the distance between parallel edges.
grid = st_make_grid(busStops, c(750), what = "polygons", square = FALSE)
# To sf and add grid ID
grid_sf = st_sf(grid) %>%
# add grid ID
mutate(grid_id = 1:length(lengths(grid)))grid_sf$n_colli = lengths(st_intersects(grid_sf, busStops))
# remove grid without value of 0 (i.e. no points in side that grid)
grid_count = filter(grid_sf,n_colli > 0 )tmap_mode("view")tmap mode set to interactive viewingtm_shape(grid_count) +
tm_fill(
col = "n_colli",
palette = "Blues",
style = "cont",
title = "Number of collisions",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
popup.vars = c(
"Number of collisions: " = "n_colli"
),
popup.format = list(
n_colli = list(format = "f", digits = 0)
)
) +
tm_borders(col = "grey40", lwd = 0.7) +
tm_view(set.zoom.limits = c(11,14))tmap_mode("plot")tmap mode set to plottingRemoving bus stop outside of Singapore
grid_count_rm <- grid_count %>%
filter(!grid_id == 942,
!grid_id == 984,
!grid_id == 819)Saving grid to RDS to easier next runs
write_rds(grid_count_rm, "data/rds/grid.rds")
rm(list = c('grid_count','grid_count_rm','grid_sf'))Reload Grid
grid = read_rds('data/rds/grid.rds')Trip Data
Importing trip data for trips analysis
busTrips <- read_csv("data/aspatial/origin_destination_bus_202308.csv")Rows: 5709512 Columns: 7
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (5): YEAR_MONTH, DAY_TYPE, PT_TYPE, ORIGIN_PT_CODE, DESTINATION_PT_CODE
dbl (2): TIME_PER_HOUR, TOTAL_TRIPS
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# busTrips <- read_csv("data/aspatial/origin_destination_bus_202309.csv")
# busTrips <- read_csv("data/aspatial/origin_destination_bus_202310.csv")
busTrips$ORIGIN_PT_CODE <- as.factor(busTrips$ORIGIN_PT_CODE)
busTrips$DESTINATION_PT_CODE <- as.factor(busTrips$DESTINATION_PT_CODE)MPSZ Data
Importing mpsz data for visualisation purpose
mpsz <- st_read(dsn = "data/geospatial",
layer = "MP14_SUBZONE_WEB_PL") %>%
st_transform(crs = 3414)Reading layer `MP14_SUBZONE_WEB_PL' from data source
`/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial'
using driver `ESRI Shapefile'
Simple feature collection with 323 features and 15 fields
Geometry type: MULTIPOLYGON
Dimension: XY
Bounding box: xmin: 2667.538 ymin: 15748.72 xmax: 56396.44 ymax: 50256.33
Projected CRS: SVY21tmap_mode('plot')tmap mode set to plottingtm_shape(mpsz) +
tm_polygons(col='grey', border.alpha = 0.1) +
tm_shape(grid) +
tm_fill(
col = "n_colli",
palette = "Blues",
style = "cont",
title = "Number of collisions",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
popup.vars = c(
"Number of collisions: " = "n_colli"
),
popup.format = list(
n_colli = list(format = "f", digits = 0)
)
) +
tm_borders(col = "grey40", lwd = 0.7)
Population data based on HDB
From HDB data, proxy population was counted from total dwelling units. This population will be used as propulsiveness data.
hdb <- read_csv('data/aspatial/hdb.csv')New names:
Rows: 12442 Columns: 37
── Column specification
──────────────────────────────────────────────────────── Delimiter: "," chr
(18): blk_no, street, residential, commercial, market_hawker, miscellane... dbl
(19): ...1, max_floor_lvl, year_completed, total_dwelling_units, 1room_s...
ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
Specify the column types or set `show_col_types = FALSE` to quiet this message.
• `` -> `...1`hdb_sf <- hdb %>%
rename(latitude = lat,
longitude = lng) %>%
select(latitude, longitude, total_dwelling_units) %>%
st_as_sf(coords = c('longitude','latitude'),
crs=4326) %>%
st_transform(crs = 3414)Business, Retail, and School Data
Business and retail datasets will be used as attractiveness data.
business <- st_read(dsn = "data/geospatial",
layer = "Business") %>%
st_transform(crs = 3414)Reading layer `Business' from data source
`/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial'
using driver `ESRI Shapefile'
Simple feature collection with 6550 features and 3 fields
Geometry type: POINT
Dimension: XY
Bounding box: xmin: 3669.148 ymin: 25408.41 xmax: 47034.83 ymax: 50148.54
Projected CRS: SVY21 / Singapore TMretail <- st_read(dsn = "data/geospatial",
layer = "Retails") %>%
st_transform(crs = 3414)Reading layer `Retails' from data source
`/Users/michaelberlian/Desktop/SMU Nov/ISSS624 GeoSpatial/ISSS624/Take-Home_Ex/Take-Home_Ex2/data/geospatial'
using driver `ESRI Shapefile'
Simple feature collection with 37635 features and 3 fields
Geometry type: POINT
Dimension: XY
Bounding box: xmin: 4737.982 ymin: 25171.88 xmax: 48265.04 ymax: 50135.28
Projected CRS: SVY21 / Singapore TMThe geospatial school data will be retrieve using the postal code, by geocoding using onemap API. The General information of school csv will contain the postal code and using the onemap API, it will retrieve and give us the longitude and latitude coordinate of the school. The schools postcode where the API could not retrieve the coordinate will be stored at not_found and later be filled manually.
url <- "https://www.onemap.gov.sg/api/common/elastic/search"
csv <- read_csv('data/aspatial/Generalinformationofschools.csv')
postcodes <- csv$postal_code
found <- data.frame()
not_found <- data.frame()
for(postcode in postcodes){
query <- list('searchVal'=postcode, 'returnGeom'='Y','getAddrDetails'='Y','pageNum'='1')
res <- GET(url,query=query)
if((content(res)$found) != 0){
found <- rbind(found,data.frame(content(res))[4:13])
} else {
not_found <- data.frame(postcode)
}
}merged <- merge(csv, found, by.x = 'postal_code', by.y = 'results.POSTAL', all = TRUE)
write.csv(merged, file = 'data/aspatial/schools.csv')
write.csv(not_found, file = 'data/aspatial/not_found.csv')schools <- read_csv(file = 'data/aspatial/schools.csv')New names:
Rows: 350 Columns: 41
── Column specification
──────────────────────────────────────────────────────── Delimiter: "," chr
(35): school_name, url_address, address, telephone_no, telephone_no_2, f... dbl
(6): ...1, postal_code, results.X, results.Y, results.LATITUDE, results...
ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
Specify the column types or set `show_col_types = FALSE` to quiet this message.
• `` -> `...1`schools <- schools %>%
rename(latitude = results.LATITUDE,
longitude = results.LONGITUDE) %>%
select(postal_code, school_name, latitude, longitude)Transforming the data from longitude and latitude data into geometry
schools_sf <- st_as_sf(schools,
coords = c('longitude','latitude'),
crs=4326) %>%
st_transform(crs = 3414)OD Flow
Trip count
Calculating trip count of weekday morning
busTripsDayMorning <- busTrips %>%
filter(DAY_TYPE == "WEEKDAY",
TIME_PER_HOUR >= 6,
TIME_PER_HOUR <= 9) %>%
select(ORIGIN_PT_CODE,DESTINATION_PT_CODE,TOTAL_TRIPS) %>%
rename(DESTIN_PT_CODE = DESTINATION_PT_CODE)Creating the Flow Data
Making object to represent bus stop location to a grid
busStops_grid <- st_intersection(busStops, grid) %>%
select(BUS_STOP_N, grid_id) %>%
st_drop_geometry()We are going to change the trips identity from bus stops codes on both origin and destination to grid id as origin grid and destination grid
od_data <- left_join(busTripsDayMorning , busStops_grid,
by = c("ORIGIN_PT_CODE" = "BUS_STOP_N")) %>%
rename(ORIGIN_BS = ORIGIN_PT_CODE,
ORIGIN_GRID = grid_id,
DESTIN_BS = DESTIN_PT_CODE)Removing duplicates
duplicate <- od_data %>%
group_by_all() %>%
filter(n()>1) %>%
ungroup()od_data <- unique(od_data)od_data <- left_join(od_data , busStops_grid,
by = c("DESTIN_BS" = "BUS_STOP_N")) duplicate <- od_data %>%
group_by_all() %>%
filter(n()>1) %>%
ungroup()od_data <- unique(od_data)Grouping the trips based on origin grid and destination grid
od_data <- od_data %>%
rename(DESTIN_GRID = grid_id) %>%
drop_na() %>%
group_by(ORIGIN_GRID, DESTIN_GRID) %>%
summarise(TRIPS = sum(TOTAL_TRIPS))write_rds(od_data, "data/rds/od_data.rds")od_data <- read_rds("data/rds/od_data.rds")Creating the flow
First, we remove intra zonal flow
od_data1 <- od_data[od_data$ORIGIN_GRID!=od_data$DESTIN_GRID,]flowLine <- od2line(flow = od_data1,
zones = grid,
zone_code = "grid_id")Creating centroids representing desire line start and end points.Visualising O-D Flow
O-D Flow unfiltered
unfiltered_flow <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
tm_polygons() +
flowLine %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3)O-D Flow filtered for 10000 or more trips
base_flow <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
tm_polygons() +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3)O-D Flow filtered for 30000 or more trips
base3_flow <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid) +
tm_polygons() +
flowLine %>%
filter(TRIPS >= 30000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(3, 5, 7, 10),
n = 4,
alpha = 0.3)tmap_arrange(unfiltered_flow, base_flow, base3_flow,
ncol = 2,
nrow = 2)Legend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object lengthLegend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.Legend labels were too wide. Therefore, legend.text.size has been set to 0.57. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.
Can be seen the plot above that the more distance between grid the less amount of trips were made between the grid. majority of the intense and crowded trips are clustered into similar places and short distanced.
Spatial Interaction Model Data Preparation
Propulsiveness Data Wrangling
There will be 3 propulsiveness variable embedded into the origin grid, they are:
Population per grid
total number of dwelling will be a representation of the number of population in the grid
grid_prop <- st_join(hdb_sf,grid, join = st_within) %>% select(total_dwelling_units, grid_id) %>% st_drop_geometry() %>% rename(POPULATION_COUNT = total_dwelling_units) grid_prop <- grid %>% left_join(grid_prop, by = c('grid_id' = 'grid_id')) grid_prop$POPULATION_COUNT <- ifelse( is.na(grid_prop$POPULATION_COUNT), 0.99, grid_prop$POPULATION_COUNT) grid_prop$POPULATION_COUNT <- ifelse( grid_prop$POPULATION_COUNT == 0, 0.99, grid_prop$POPULATION_COUNT) grid_prop <- grid_prop %>% group_by(grid_id, n_colli) %>% summarise(POPULATION_COUNT = sum(POPULATION_COUNT))Number of HDB per grid
Number of HDB per grid will be counted by using intersection between HDB point with the grid hexagonal polygon
grid_prop$HDB_COUNT <- lengths ( st_intersects( grid,hdb_sf)) grid_prop$HDB_COUNT <- ifelse( grid_prop$HDB_COUNT == 0, 0.99, grid_prop$HDB_COUNT)Number of Bus Station per grid
Number of bus station per grid will be using the number of collision computed previously when previewing the hexagons
grid_prop <- grid_prop %>% st_drop_geometry() %>% rename(BUS_N = n_colli) grid_prop$BUS_N <- ifelse( grid_prop$BUS_N == 0, 0.99, grid_prop$BUS_N)write_rds(grid_prop,'data/rds/grid_prop.rds')grid_prop <- read_rds('data/rds/grid_prop.rds')
Putting all the propulsiveness variable into flow data
flowLine <- flowLine %>%
left_join(grid_prop, by = c('ORIGIN_GRID' = 'grid_id'))grid_plot <- grid %>%
select(grid_id) %>%
left_join(grid_prop)Joining with `by = join_by(grid_id)`plot_pop <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "POPULATION_COUNT",
palette = "Blues",
style = "cont",
title = "Population",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)
plot_hdb <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "HDB_COUNT",
palette = "Blues",
style = "cont",
title = "Number of HDB",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)
plot_bus <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "BUS_N",
palette = "Blues",
style = "cont",
title = "Number of Bus Stop",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)tmap_mode("plot")tmap mode set to plottingtmap_arrange(base_flow, plot_pop, plot_hdb, plot_bus,
ncol=2, nrow=2)Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object lengthLegend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Can be seen from the plots, the trips are concentrated on the grid where there is attribute variable such as population and hdb. However, the number of bus stop cant really seen as either push or pull factor since there are some grid with a number of bus stop however don’t have much trips.
Attractiveness Data Wrangling
There will be 3 attractiveness variable embedded into the destination grid, they are:
Number of School per grid
Number of School per grid will be counted by using intersection between school point with the grid hexagonal polygon
grid_att <- grid %>% select (-c(n_colli)) %>% st_drop_geometry() grid_att$SCHOOL_COUNT <- lengths( st_intersects(grid,schools_sf) ) grid_att$SCHOOL_COUNT <- ifelse( grid_att$SCHOOL_COUNT == 0, 0.99, grid_att$SCHOOL_COUNT)Number of Business per grid
Number of Business per grid will be counted by using intersection between business point with the grid hexagonal polygon
grid_att$BUSINESS_COUNT <- lengths( st_intersects(grid,business) ) grid_att$BUSINESS_COUNT <- ifelse( grid_att$BUSINESS_COUNT == 0, 0.99, grid_att$BUSINESS_COUNT)Number of Retail per grid
Number of Retail per grid will be counted by using intersection between retail point with the grid hexagonal polygon
grid_att$RETAIL_COUNT <- lengths( st_intersects(grid,retail) ) grid_att$RETAIL_COUNT <- ifelse( grid_att$RETAIL_COUNT == 0, 0.99, grid_att$RETAIL_COUNT )write_rds(grid_att, "data/rds/grid_att.rds")grid_att <- read_rds('data/rds/grid_att.rds')
Putting all the attractiveness variable into flow data
flowLine <- flowLine %>%
left_join(grid_att, by = c('DESTIN_GRID' = 'grid_id'))grid_plot <- grid %>%
select(grid_id) %>%
left_join(grid_att)Joining with `by = join_by(grid_id)`plot_business <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "BUSINESS_COUNT",
palette = "Blues",
style = "cont",
title = "Number of Business",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)
plot_retail <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "RETAIL_COUNT",
palette = "Blues",
style = "cont",
title = "Number of Retail Store",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)
plot_school <- tm_shape(mpsz) +
tm_polygons(col = 'grey', border.alpha = 0.1) +
tm_shape(grid_plot) +
tm_fill(
col = "SCHOOL_COUNT",
palette = "Blues",
style = "cont",
title = "Number of School",
id = "grid_id",
showNA = FALSE,
alpha = 0.6,
) +
tm_borders(col = "grey40", lwd = 0.7) +
flowLine %>%
filter(TRIPS >= 10000) %>%
tm_shape() +
tm_lines(lwd = "TRIPS",
style = "quantile",
scale = c(0.1, 1, 3, 5, 7, 10),
n = 6,
alpha = 0.3) +
tm_layout(legend.text.size = 0.35)tmap_mode("plot")tmap mode set to plottingtmap_arrange(base_flow, plot_business, plot_retail, plot_school,
ncol=2, nrow=2)Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object lengthLegend labels were too wide. Therefore, legend.text.size has been set to 0.38. Increase legend.width (argument of tm_layout) to make the legend wider and therefore the labels larger.Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
Warning in g$scale * (x/maxW): longer object length is not a multiple of
shorter object length
On the above plots, can be seen the flow of bus trips. On the right bottom, can be seen that grid that has a lot of flow would also have some number of school in it as well. On the other hand, on the business and retail plot, the similar cannot be seen.
Calculating the distance between grid
Making the grids into spatial and contain column grid id and the geometery
grid_sp <- grid %>%
select (-c(n_colli)) %>%
as('Spatial')
grid_spUsing spDists function of sp package to calculate the distance between polygon centroid creating a matrix
dist <- spDists(grid_sp,
longlat = FALSE)
head(dist, n=c(10, 10))Getting the grid_id to label the matrix column and row
grid_ids <- grid_sp$grid_idcolnames(dist) <- paste0(grid_ids)
rownames(dist) <- paste0(grid_ids)Using melt to transfrom the matrix into column based for easier join with the main flow data
distPair <- melt(dist) %>%
rename(dist = value)
head(distPair, 10)View the summary of distPair and then change the minimum value of 0 to 50 for the intra-zonal distance to prevent error in modelling.
distPair %>%
filter(dist > 0) %>%
summary()
distPair$dist <- ifelse(distPair$dist == 0,
50, distPair$dist)
distPair <- distPair %>%
rename(orig = Var1,
dest = Var2)write_rds(distPair, "data/rds/distPair.rds") distPair <- read_rds('data/rds/distPair.rds')
summary(distPair) orig dest dist
Min. : 23 Min. : 23 Min. : 50
1st Qu.: 871 1st Qu.: 871 1st Qu.: 8250
Median :1326 Median :1326 Median :13269
Mean :1270 Mean :1270 Mean :14118
3rd Qu.:1689 3rd Qu.:1689 3rd Qu.:18929
Max. :2505 Max. :2505 Max. :44680 getting the distance column into flow data
flowLine <- flowLine %>%
left_join(distPair, by = c('DESTIN_GRID' = 'dest', 'ORIGIN_GRID' = 'orig'))Saving the flow data after combining all the needed variable
write_rds(flowLine, "data/rds/flowData.rds") flowData <- read_rds("data/rds/flowData.rds")
flowData$ORIGIN_GRID <- as.factor(flowData$ORIGIN_GRID)
flowData$DESTIN_GRID <- as.factor(flowData$DESTIN_GRID)Building Spatial Interaction Models
Unconstrained Model
uncSIM <- glm(formula = TRIPS ~
log(POPULATION_COUNT) +
log(HDB_COUNT) +
log(BUS_N) +
log(BUSINESS_COUNT) +
log(RETAIL_COUNT) +
log(SCHOOL_COUNT) +
log(dist),
family = poisson(link = "log"),
data = flowData,
na.action = na.exclude)
summary(uncSIM)
Call:
glm(formula = TRIPS ~ log(POPULATION_COUNT) + log(HDB_COUNT) +
log(BUS_N) + log(BUSINESS_COUNT) + log(RETAIL_COUNT) + log(SCHOOL_COUNT) +
log(dist), family = poisson(link = "log"), data = flowData,
na.action = na.exclude)
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 15.2364998 0.0021250 7170.1 <2e-16 ***
log(POPULATION_COUNT) -0.1090088 0.0002404 -453.5 <2e-16 ***
log(HDB_COUNT) 0.5850673 0.0005034 1162.3 <2e-16 ***
log(BUS_N) 0.3287501 0.0005066 649.0 <2e-16 ***
log(BUSINESS_COUNT) -0.0338775 0.0001751 -193.5 <2e-16 ***
log(RETAIL_COUNT) 0.2298522 0.0001363 1686.8 <2e-16 ***
log(SCHOOL_COUNT) 0.2507692 0.0006293 398.5 <2e-16 ***
log(dist) -1.4478567 0.0002499 -5794.8 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for poisson family taken to be 1)
Null deviance: 99139891 on 64943 degrees of freedom
Residual deviance: 49663447 on 64936 degrees of freedom
AIC: 50017525
Number of Fisher Scoring iterations: 6From the above model can be concluded that distance, destiantion business count, and origin population count are not the positive driver of the flow. HDB count and number of bus stop are the propulsiveness variable that increase the flow out. Also, retail count and school count are the attraction variable that contribute to in flow of the grid.
Origin Constrained Model
orcSIM <- glm(formula = TRIPS ~
ORIGIN_GRID +
log(BUSINESS_COUNT) +
log(RETAIL_COUNT) +
log(SCHOOL_COUNT) +
log(dist),
family = poisson(link = "log"),
data = flowData,
na.action = na.exclude)
summary(orcSIM)
Call:
glm(formula = TRIPS ~ ORIGIN_GRID + log(BUSINESS_COUNT) + log(RETAIL_COUNT) +
log(SCHOOL_COUNT) + log(dist), family = poisson(link = "log"),
data = flowData, na.action = na.exclude)
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 13.9765440 0.1291105 108.253 < 2e-16 ***
ORIGIN_GRID44 0.7684231 0.1914820 4.013 5.99e-05 ***
ORIGIN_GRID46 -0.9773349 0.1597337 -6.119 9.44e-10 ***
ORIGIN_GRID66 -0.0792765 0.1833425 -0.432 0.665454
ORIGIN_GRID67 1.1506930 0.1316972 8.737 < 2e-16 ***
ORIGIN_GRID68 -1.0111426 0.1783728 -5.669 1.44e-08 ***
ORIGIN_GRID86 0.0656379 0.1524520 0.431 0.666797
ORIGIN_GRID87 1.8163141 0.1491708 12.176 < 2e-16 ***
ORIGIN_GRID88 1.9687758 0.1304761 15.089 < 2e-16 ***
ORIGIN_GRID89 0.0228983 0.1383056 0.166 0.868501
ORIGIN_GRID90 -0.7480958 0.1796953 -4.163 3.14e-05 ***
ORIGIN_GRID109 -0.0002799 0.1570520 -0.002 0.998578
ORIGIN_GRID110 0.1053298 0.1511231 0.697 0.485815
ORIGIN_GRID111 3.0711208 0.1295872 23.699 < 2e-16 ***
ORIGIN_GRID112 -0.6613844 0.1463034 -4.521 6.17e-06 ***
ORIGIN_GRID128 2.5012165 0.1311763 19.068 < 2e-16 ***
ORIGIN_GRID129 -0.5349166 0.2211863 -2.418 0.015589 *
ORIGIN_GRID130 0.6065748 0.1395223 4.348 1.38e-05 ***
ORIGIN_GRID131 0.7973615 0.1329682 5.997 2.01e-09 ***
ORIGIN_GRID132 -0.2797665 0.1398113 -2.001 0.045389 *
ORIGIN_GRID133 -0.1349505 0.1356188 -0.995 0.319701
ORIGIN_GRID134 2.1617189 0.1313470 16.458 < 2e-16 ***
ORIGIN_GRID150 2.7213001 0.1306013 20.837 < 2e-16 ***
ORIGIN_GRID151 -0.2018201 0.1457077 -1.385 0.166021
ORIGIN_GRID152 -0.8015523 0.1533445 -5.227 1.72e-07 ***
ORIGIN_GRID153 0.5486398 0.1358701 4.038 5.39e-05 ***
ORIGIN_GRID154 3.0593559 0.1293996 23.643 < 2e-16 ***
ORIGIN_GRID155 -0.0529506 0.1339435 -0.395 0.692606
ORIGIN_GRID156 0.6922691 0.1362593 5.081 3.76e-07 ***
ORIGIN_GRID172 1.4450130 0.1440961 10.028 < 2e-16 ***
ORIGIN_GRID174 0.3648280 0.1373964 2.655 0.007924 **
ORIGIN_GRID175 2.4760745 0.1294931 19.121 < 2e-16 ***
ORIGIN_GRID176 3.6176620 0.1292307 27.994 < 2e-16 ***
ORIGIN_GRID195 -0.5376195 0.1513783 -3.551 0.000383 ***
ORIGIN_GRID196 -0.0520062 0.1348693 -0.386 0.699790
ORIGIN_GRID197 -1.4211942 0.1866742 -7.613 2.67e-14 ***
ORIGIN_GRID215 0.3770284 0.1555125 2.424 0.015333 *
ORIGIN_GRID216 3.8460753 0.1291908 29.771 < 2e-16 ***
ORIGIN_GRID217 1.2933519 0.1308273 9.886 < 2e-16 ***
ORIGIN_GRID237 -1.3324993 0.2126895 -6.265 3.73e-10 ***
ORIGIN_GRID238 -0.5640470 0.1486611 -3.794 0.000148 ***
ORIGIN_GRID239 -0.2918699 0.1936458 -1.507 0.131750
ORIGIN_GRID257 -0.2890299 0.1415359 -2.042 0.041142 *
ORIGIN_GRID258 0.7185764 0.1322209 5.435 5.49e-08 ***
ORIGIN_GRID259 0.5402539 0.1352553 3.994 6.49e-05 ***
ORIGIN_GRID278 1.5300337 0.1337343 11.441 < 2e-16 ***
ORIGIN_GRID279 -0.5516916 0.1366360 -4.038 5.40e-05 ***
ORIGIN_GRID280 -0.0440561 0.1377685 -0.320 0.749133
ORIGIN_GRID298 -3.1464831 0.3994027 -7.878 3.33e-15 ***
ORIGIN_GRID299 -0.4276136 0.1402104 -3.050 0.002290 **
ORIGIN_GRID300 2.7167339 0.1293646 21.001 < 2e-16 ***
ORIGIN_GRID320 0.0248543 0.1383498 0.180 0.857429
ORIGIN_GRID321 0.0104871 0.1491711 0.070 0.943953
ORIGIN_GRID322 0.9420009 0.1351684 6.969 3.19e-12 ***
ORIGIN_GRID340 1.2805259 0.1319434 9.705 < 2e-16 ***
ORIGIN_GRID341 -0.2418298 0.1368475 -1.767 0.077204 .
ORIGIN_GRID342 0.7735875 0.1352261 5.721 1.06e-08 ***
ORIGIN_GRID363 1.2541491 0.1346064 9.317 < 2e-16 ***
ORIGIN_GRID364 0.8950778 0.1318340 6.789 1.13e-11 ***
ORIGIN_GRID383 0.5871601 0.1327525 4.423 9.74e-06 ***
ORIGIN_GRID384 -0.5970355 0.1383278 -4.316 1.59e-05 ***
ORIGIN_GRID385 0.6870992 0.1373435 5.003 5.65e-07 ***
ORIGIN_GRID404 1.5952175 0.1323334 12.055 < 2e-16 ***
ORIGIN_GRID405 0.1907062 0.1397524 1.365 0.172379
ORIGIN_GRID406 4.5256011 0.1291158 35.051 < 2e-16 ***
ORIGIN_GRID407 0.7849497 0.1348882 5.819 5.91e-09 ***
ORIGIN_GRID408 1.6567629 0.1306062 12.685 < 2e-16 ***
ORIGIN_GRID425 -1.2500682 0.1648990 -7.581 3.43e-14 ***
ORIGIN_GRID426 0.5208907 0.1326259 3.928 8.58e-05 ***
ORIGIN_GRID427 -0.6402882 0.1360658 -4.706 2.53e-06 ***
ORIGIN_GRID428 -0.4913223 0.1490683 -3.296 0.000981 ***
ORIGIN_GRID429 2.2570194 0.1302444 17.329 < 2e-16 ***
ORIGIN_GRID446 0.2724124 0.1419926 1.918 0.055048 .
ORIGIN_GRID447 -0.0833070 0.1354790 -0.615 0.538616
ORIGIN_GRID448 0.4939435 0.1319119 3.744 0.000181 ***
ORIGIN_GRID449 3.2519135 0.1292322 25.163 < 2e-16 ***
ORIGIN_GRID450 1.5295841 0.1302758 11.741 < 2e-16 ***
ORIGIN_GRID468 0.6400111 0.1327321 4.822 1.42e-06 ***
ORIGIN_GRID469 1.4263896 0.1299728 10.975 < 2e-16 ***
ORIGIN_GRID470 3.6870522 0.1291646 28.545 < 2e-16 ***
ORIGIN_GRID471 2.5088644 0.1299130 19.312 < 2e-16 ***
ORIGIN_GRID488 0.3992764 0.1405411 2.841 0.004497 **
ORIGIN_GRID489 -2.0108838 0.2073191 -9.699 < 2e-16 ***
ORIGIN_GRID490 1.9231952 0.1296728 14.831 < 2e-16 ***
ORIGIN_GRID491 2.5058302 0.1293133 19.378 < 2e-16 ***
ORIGIN_GRID493 -2.3692195 0.2236044 -10.596 < 2e-16 ***
ORIGIN_GRID494 -0.2842406 0.1451581 -1.958 0.050213 .
ORIGIN_GRID509 0.4255488 0.1342196 3.171 0.001522 **
ORIGIN_GRID510 0.8454948 0.1315572 6.427 1.30e-10 ***
ORIGIN_GRID511 1.5812696 0.1295620 12.205 < 2e-16 ***
ORIGIN_GRID512 4.1733558 0.1291267 32.320 < 2e-16 ***
ORIGIN_GRID513 1.0755280 0.1313929 8.186 2.71e-16 ***
ORIGIN_GRID514 0.4664122 0.1348360 3.459 0.000542 ***
ORIGIN_GRID515 -1.7712166 0.1998033 -8.865 < 2e-16 ***
ORIGIN_GRID530 -0.3105148 0.1562605 -1.987 0.046905 *
ORIGIN_GRID531 0.9942435 0.1305338 7.617 2.60e-14 ***
ORIGIN_GRID532 0.1718737 0.1316314 1.306 0.191648
ORIGIN_GRID533 3.9723435 0.1291268 30.763 < 2e-16 ***
ORIGIN_GRID534 4.2513025 0.1291359 32.921 < 2e-16 ***
ORIGIN_GRID536 1.0905977 0.1316419 8.285 < 2e-16 ***
ORIGIN_GRID537 -1.2251376 0.1796958 -6.818 9.24e-12 ***
ORIGIN_GRID538 -1.1067249 0.2492394 -4.440 8.98e-06 ***
ORIGIN_GRID539 -1.7465271 1.0082983 -1.732 0.083246 .
ORIGIN_GRID551 -0.1763549 0.1395791 -1.263 0.206418
ORIGIN_GRID552 1.2531071 0.1341148 9.344 < 2e-16 ***
ORIGIN_GRID553 0.6494996 0.1302690 4.986 6.17e-07 ***
ORIGIN_GRID554 3.8654503 0.1291358 29.933 < 2e-16 ***
ORIGIN_GRID555 3.5940393 0.1292680 27.803 < 2e-16 ***
ORIGIN_GRID559 -0.5239220 0.1645669 -3.184 0.001454 **
ORIGIN_GRID560 1.5971308 0.1368330 11.672 < 2e-16 ***
ORIGIN_GRID561 -4.2054716 1.0082983 -4.171 3.03e-05 ***
ORIGIN_GRID572 -3.4712777 0.5163966 -6.722 1.79e-11 ***
ORIGIN_GRID573 -0.0436274 0.1359062 -0.321 0.748202
ORIGIN_GRID574 0.4346283 0.1342457 3.238 0.001206 **
ORIGIN_GRID575 4.7600977 0.1291050 36.870 < 2e-16 ***
ORIGIN_GRID576 3.3446462 0.1291762 25.892 < 2e-16 ***
ORIGIN_GRID578 -1.2399445 0.1639198 -7.564 3.90e-14 ***
ORIGIN_GRID582 -0.7223553 0.1662965 -4.344 1.40e-05 ***
ORIGIN_GRID583 -1.1351856 0.4281733 -2.651 0.008020 **
ORIGIN_GRID584 1.6295873 0.1393847 11.691 < 2e-16 ***
ORIGIN_GRID593 -0.0783045 0.1382406 -0.566 0.571097
ORIGIN_GRID594 1.1061407 0.1315432 8.409 < 2e-16 ***
ORIGIN_GRID595 0.4051409 0.1304627 3.105 0.001900 **
ORIGIN_GRID596 3.2265317 0.1291544 24.982 < 2e-16 ***
ORIGIN_GRID597 0.1005865 0.1413785 0.711 0.476793
ORIGIN_GRID603 -0.5912710 0.1703269 -3.471 0.000518 ***
ORIGIN_GRID604 -0.2579964 0.2380458 -1.084 0.278449
ORIGIN_GRID615 -0.8681116 0.1375050 -6.313 2.73e-10 ***
ORIGIN_GRID616 0.1263083 0.1329079 0.950 0.341937
ORIGIN_GRID617 0.9318654 0.1303623 7.148 8.79e-13 ***
ORIGIN_GRID618 3.7351571 0.1291385 28.924 < 2e-16 ***
ORIGIN_GRID620 0.8097545 0.1325821 6.108 1.01e-09 ***
ORIGIN_GRID637 -0.3410724 0.1357657 -2.512 0.011998 *
ORIGIN_GRID638 3.2412575 0.1291503 25.097 < 2e-16 ***
ORIGIN_GRID657 1.1516258 0.1301528 8.848 < 2e-16 ***
ORIGIN_GRID658 2.5173279 0.1292378 19.478 < 2e-16 ***
ORIGIN_GRID659 2.9172839 0.1291949 22.580 < 2e-16 ***
ORIGIN_GRID660 3.8421557 0.1291269 29.755 < 2e-16 ***
ORIGIN_GRID662 3.7994467 0.1292723 29.391 < 2e-16 ***
ORIGIN_GRID677 1.1892801 0.1310641 9.074 < 2e-16 ***
ORIGIN_GRID678 -1.0250431 0.1376539 -7.447 9.58e-14 ***
ORIGIN_GRID679 3.6864777 0.1291339 28.548 < 2e-16 ***
ORIGIN_GRID680 3.6503530 0.1291338 28.268 < 2e-16 ***
ORIGIN_GRID681 2.7535477 0.1293472 21.288 < 2e-16 ***
ORIGIN_GRID699 0.6614550 0.1310316 5.048 4.46e-07 ***
ORIGIN_GRID700 2.6875312 0.1292230 20.798 < 2e-16 ***
ORIGIN_GRID701 2.9132168 0.1292246 22.544 < 2e-16 ***
ORIGIN_GRID702 3.6511660 0.1291321 28.275 < 2e-16 ***
ORIGIN_GRID704 0.6674723 0.1330688 5.016 5.28e-07 ***
ORIGIN_GRID722 0.7596605 0.1304098 5.825 5.71e-09 ***
ORIGIN_GRID725 0.1085660 0.1352568 0.803 0.422168
ORIGIN_GRID741 1.2288225 0.1301239 9.443 < 2e-16 ***
ORIGIN_GRID743 1.0988470 0.1296841 8.473 < 2e-16 ***
ORIGIN_GRID744 3.1195776 0.1291621 24.152 < 2e-16 ***
ORIGIN_GRID761 0.7515257 0.1320634 5.691 1.27e-08 ***
ORIGIN_GRID762 2.7642734 0.1292789 21.382 < 2e-16 ***
ORIGIN_GRID763 -0.3463356 0.1319193 -2.625 0.008656 **
ORIGIN_GRID764 3.4953296 0.1291303 27.068 < 2e-16 ***
ORIGIN_GRID765 3.0368797 0.1293461 23.479 < 2e-16 ***
ORIGIN_GRID767 4.4368524 0.1291369 34.358 < 2e-16 ***
ORIGIN_GRID772 -0.9390937 0.1502751 -6.249 4.13e-10 ***
ORIGIN_GRID784 -0.3783383 0.1318429 -2.870 0.004110 **
ORIGIN_GRID785 2.7568236 0.1291577 21.345 < 2e-16 ***
ORIGIN_GRID786 2.3325770 0.1292265 18.050 < 2e-16 ***
ORIGIN_GRID787 3.1546050 0.1292829 24.401 < 2e-16 ***
ORIGIN_GRID788 3.6242621 0.1291909 28.054 < 2e-16 ***
ORIGIN_GRID789 2.4441528 0.1294942 18.875 < 2e-16 ***
ORIGIN_GRID803 -0.8783255 0.1396654 -6.289 3.20e-10 ***
ORIGIN_GRID804 3.5990719 0.1291488 27.868 < 2e-16 ***
ORIGIN_GRID805 3.3654764 0.1291302 26.063 < 2e-16 ***
ORIGIN_GRID806 2.9748160 0.1291558 23.033 < 2e-16 ***
ORIGIN_GRID807 3.8545310 0.1291538 29.845 < 2e-16 ***
ORIGIN_GRID808 2.2142129 0.1295448 17.092 < 2e-16 ***
ORIGIN_GRID809 3.9516019 0.1291310 30.601 < 2e-16 ***
ORIGIN_GRID810 3.4780520 0.1292061 26.919 < 2e-16 ***
ORIGIN_GRID814 0.7084774 0.1318459 5.374 7.72e-08 ***
ORIGIN_GRID824 0.0917176 0.1347027 0.681 0.495942
ORIGIN_GRID826 1.1994916 0.1294704 9.265 < 2e-16 ***
ORIGIN_GRID827 3.2343603 0.1291419 25.045 < 2e-16 ***
ORIGIN_GRID828 3.2908762 0.1291382 25.483 < 2e-16 ***
ORIGIN_GRID829 3.4270612 0.1291628 26.533 < 2e-16 ***
ORIGIN_GRID830 3.5669595 0.1291823 27.612 < 2e-16 ***
ORIGIN_GRID831 4.2342053 0.1291178 32.793 < 2e-16 ***
ORIGIN_GRID832 3.4851030 0.1292231 26.970 < 2e-16 ***
ORIGIN_GRID835 0.5433101 0.1322964 4.107 4.01e-05 ***
ORIGIN_GRID844 -0.9238748 0.1491715 -6.193 5.89e-10 ***
ORIGIN_GRID846 2.6727897 0.1291912 20.689 < 2e-16 ***
ORIGIN_GRID847 1.5684545 0.1294051 12.120 < 2e-16 ***
ORIGIN_GRID848 2.6939796 0.1291740 20.855 < 2e-16 ***
ORIGIN_GRID849 2.0316486 0.1293087 15.712 < 2e-16 ***
ORIGIN_GRID850 2.8737193 0.1291976 22.243 < 2e-16 ***
ORIGIN_GRID851 3.4052953 0.1291502 26.367 < 2e-16 ***
ORIGIN_GRID852 3.0341615 0.1292237 23.480 < 2e-16 ***
ORIGIN_GRID853 4.9841247 0.1291357 38.596 < 2e-16 ***
ORIGIN_GRID854 0.7477594 0.1315637 5.684 1.32e-08 ***
ORIGIN_GRID855 -0.2900840 0.1363671 -2.127 0.033401 *
ORIGIN_GRID856 1.3287530 0.1303555 10.193 < 2e-16 ***
ORIGIN_GRID866 0.7309248 0.1318861 5.542 2.99e-08 ***
ORIGIN_GRID867 1.3808131 0.1296258 10.652 < 2e-16 ***
ORIGIN_GRID868 0.6932019 0.1303361 5.319 1.05e-07 ***
ORIGIN_GRID869 3.1577836 0.1292211 24.437 < 2e-16 ***
ORIGIN_GRID870 3.7235441 0.1291192 28.838 < 2e-16 ***
ORIGIN_GRID871 3.3391583 0.1292076 25.843 < 2e-16 ***
ORIGIN_GRID872 1.4956290 0.1295552 11.544 < 2e-16 ***
ORIGIN_GRID873 1.9428957 0.1294585 15.008 < 2e-16 ***
ORIGIN_GRID874 2.1991952 0.1293220 17.006 < 2e-16 ***
ORIGIN_GRID875 -1.0868563 0.1450914 -7.491 6.84e-14 ***
ORIGIN_GRID876 0.0905596 0.1327948 0.682 0.495270
ORIGIN_GRID877 -0.4699555 0.1350567 -3.480 0.000502 ***
ORIGIN_GRID887 1.1309543 0.1297569 8.716 < 2e-16 ***
ORIGIN_GRID888 2.4955820 0.1292645 19.306 < 2e-16 ***
ORIGIN_GRID889 -0.4726342 0.1329313 -3.555 0.000377 ***
ORIGIN_GRID890 3.3313858 0.1291368 25.797 < 2e-16 ***
ORIGIN_GRID891 2.3570810 0.1295472 18.195 < 2e-16 ***
ORIGIN_GRID893 3.4547386 0.1291448 26.751 < 2e-16 ***
ORIGIN_GRID894 1.6522429 0.1295016 12.758 < 2e-16 ***
ORIGIN_GRID895 1.1325532 0.1299565 8.715 < 2e-16 ***
ORIGIN_GRID896 0.3806068 0.1323531 2.876 0.004031 **
ORIGIN_GRID897 -1.2053833 0.1429653 -8.431 < 2e-16 ***
ORIGIN_GRID898 0.5180222 0.1327913 3.901 9.58e-05 ***
ORIGIN_GRID908 2.1533467 0.1296273 16.612 < 2e-16 ***
ORIGIN_GRID909 2.5394553 0.1292043 19.655 < 2e-16 ***
ORIGIN_GRID910 0.5050959 0.1301211 3.882 0.000104 ***
ORIGIN_GRID911 1.8236293 0.1293734 14.096 < 2e-16 ***
ORIGIN_GRID912 3.0384774 0.1291524 23.526 < 2e-16 ***
ORIGIN_GRID915 3.3874505 0.1291539 26.228 < 2e-16 ***
ORIGIN_GRID917 2.8663517 0.1292772 22.172 < 2e-16 ***
ORIGIN_GRID918 -0.6503052 0.1348102 -4.824 1.41e-06 ***
ORIGIN_GRID919 2.4557763 0.1294014 18.978 < 2e-16 ***
ORIGIN_GRID928 1.5215075 0.1297395 11.727 < 2e-16 ***
ORIGIN_GRID929 2.9171676 0.1291600 22.586 < 2e-16 ***
ORIGIN_GRID930 3.6115724 0.1291202 27.971 < 2e-16 ***
ORIGIN_GRID931 0.5518266 0.1301709 4.239 2.24e-05 ***
ORIGIN_GRID932 1.0078177 0.1302945 7.735 1.03e-14 ***
ORIGIN_GRID933 2.8739501 0.1292011 22.244 < 2e-16 ***
ORIGIN_GRID934 0.2999646 0.1305068 2.298 0.021536 *
ORIGIN_GRID935 4.0195619 0.1291192 31.131 < 2e-16 ***
ORIGIN_GRID938 -3.0235505 0.2813638 -10.746 < 2e-16 ***
ORIGIN_GRID939 4.1142399 0.1291368 31.860 < 2e-16 ***
ORIGIN_GRID940 -0.7169034 0.1473640 -4.865 1.15e-06 ***
ORIGIN_GRID949 1.2262331 0.1297327 9.452 < 2e-16 ***
ORIGIN_GRID950 3.2680005 0.1291714 25.300 < 2e-16 ***
ORIGIN_GRID951 4.0704084 0.1291123 31.526 < 2e-16 ***
ORIGIN_GRID952 1.1266275 0.1306429 8.624 < 2e-16 ***
ORIGIN_GRID953 1.8657902 0.1294174 14.417 < 2e-16 ***
ORIGIN_GRID954 0.3858956 0.1301752 2.964 0.003032 **
ORIGIN_GRID955 2.6855835 0.1292030 20.786 < 2e-16 ***
ORIGIN_GRID956 1.3135154 0.1295788 10.137 < 2e-16 ***
ORIGIN_GRID957 3.4493788 0.1292007 26.698 < 2e-16 ***
ORIGIN_GRID959 -0.0859468 0.1378281 -0.624 0.532904
ORIGIN_GRID961 0.0198585 0.1325668 0.150 0.880923
ORIGIN_GRID962 -0.3383573 0.1833444 -1.845 0.064969 .
ORIGIN_GRID970 1.9224973 0.1293182 14.866 < 2e-16 ***
ORIGIN_GRID971 3.1174513 0.1291383 24.140 < 2e-16 ***
ORIGIN_GRID972 3.0010860 0.1291641 23.235 < 2e-16 ***
ORIGIN_GRID974 2.2309801 0.1292820 17.257 < 2e-16 ***
ORIGIN_GRID975 1.8627769 0.1293759 14.398 < 2e-16 ***
ORIGIN_GRID976 0.5885230 0.1301277 4.523 6.11e-06 ***
ORIGIN_GRID977 3.7168267 0.1291353 28.782 < 2e-16 ***
ORIGIN_GRID978 3.3843972 0.1292579 26.183 < 2e-16 ***
ORIGIN_GRID982 1.1112615 0.1299256 8.553 < 2e-16 ***
ORIGIN_GRID983 5.2307093 0.1291321 40.507 < 2e-16 ***
ORIGIN_GRID991 1.7501431 0.1293791 13.527 < 2e-16 ***
ORIGIN_GRID992 2.2888231 0.1292546 17.708 < 2e-16 ***
ORIGIN_GRID993 1.8946550 0.1292924 14.654 < 2e-16 ***
ORIGIN_GRID994 1.3273057 0.1295204 10.248 < 2e-16 ***
ORIGIN_GRID995 2.5941741 0.1291990 20.079 < 2e-16 ***
ORIGIN_GRID996 2.1537484 0.1293013 16.657 < 2e-16 ***
ORIGIN_GRID997 0.9822835 0.1320757 7.437 1.03e-13 ***
ORIGIN_GRID998 3.7378107 0.1291399 28.944 < 2e-16 ***
ORIGIN_GRID999 3.7269443 0.1291937 28.848 < 2e-16 ***
ORIGIN_GRID1001 1.1621695 0.1313831 8.846 < 2e-16 ***
ORIGIN_GRID1003 3.5912466 0.1291477 27.807 < 2e-16 ***
ORIGIN_GRID1004 4.5550073 0.1291188 35.278 < 2e-16 ***
ORIGIN_GRID1011 0.0833378 0.1329083 0.627 0.530638
ORIGIN_GRID1012 0.0778027 0.1330488 0.585 0.558704
ORIGIN_GRID1013 0.6446684 0.1301126 4.955 7.24e-07 ***
ORIGIN_GRID1014 1.3333889 0.1295237 10.295 < 2e-16 ***
ORIGIN_GRID1015 0.6523426 0.1299928 5.018 5.21e-07 ***
ORIGIN_GRID1016 2.1259745 0.1292791 16.445 < 2e-16 ***
ORIGIN_GRID1018 2.8093199 0.1294281 21.706 < 2e-16 ***
ORIGIN_GRID1019 4.1894510 0.1291623 32.436 < 2e-16 ***
ORIGIN_GRID1023 2.6318113 0.1293994 20.339 < 2e-16 ***
ORIGIN_GRID1024 3.6569726 0.1291567 28.314 < 2e-16 ***
ORIGIN_GRID1025 -0.8824515 0.1399324 -6.306 2.86e-10 ***
ORIGIN_GRID1033 1.4157591 0.1295567 10.928 < 2e-16 ***
ORIGIN_GRID1034 2.2211972 0.1292753 17.182 < 2e-16 ***
ORIGIN_GRID1035 2.7554276 0.1291925 21.328 < 2e-16 ***
ORIGIN_GRID1036 0.6995464 0.1299163 5.385 7.26e-08 ***
ORIGIN_GRID1037 1.8991854 0.1292790 14.691 < 2e-16 ***
ORIGIN_GRID1043 1.2878077 0.1313886 9.802 < 2e-16 ***
ORIGIN_GRID1045 3.3732247 0.1291572 26.117 < 2e-16 ***
ORIGIN_GRID1046 3.3886982 0.1291740 26.234 < 2e-16 ***
ORIGIN_GRID1053 2.6824452 0.1292001 20.762 < 2e-16 ***
ORIGIN_GRID1054 1.8612687 0.1293399 14.391 < 2e-16 ***
ORIGIN_GRID1055 2.8976825 0.1291823 22.431 < 2e-16 ***
ORIGIN_GRID1056 1.6970833 0.1294021 13.115 < 2e-16 ***
ORIGIN_GRID1064 -1.8238879 0.2813638 -6.482 9.03e-11 ***
ORIGIN_GRID1066 3.2449227 0.1291740 25.121 < 2e-16 ***
ORIGIN_GRID1067 3.4068763 0.1292457 26.360 < 2e-16 ***
ORIGIN_GRID1074 2.1750067 0.1292943 16.822 < 2e-16 ***
ORIGIN_GRID1075 1.5465320 0.1294954 11.943 < 2e-16 ***
ORIGIN_GRID1076 1.6071814 0.1293633 12.424 < 2e-16 ***
ORIGIN_GRID1077 1.6446784 0.1294645 12.704 < 2e-16 ***
ORIGIN_GRID1079 2.7505287 0.1291911 21.290 < 2e-16 ***
ORIGIN_GRID1085 -1.9732439 0.2188965 -9.015 < 2e-16 ***
ORIGIN_GRID1087 3.2136906 0.1292049 24.873 < 2e-16 ***
ORIGIN_GRID1088 1.7304545 0.1296090 13.351 < 2e-16 ***
ORIGIN_GRID1094 -0.0514348 0.1367111 -0.376 0.706746
ORIGIN_GRID1095 -0.2348780 0.1349934 -1.740 0.081873 .
ORIGIN_GRID1096 1.3634282 0.1306188 10.438 < 2e-16 ***
ORIGIN_GRID1097 3.2487361 0.1291366 25.157 < 2e-16 ***
ORIGIN_GRID1098 0.6226968 0.1303513 4.777 1.78e-06 ***
ORIGIN_GRID1099 2.1747239 0.1292584 16.825 < 2e-16 ***
ORIGIN_GRID1105 -0.0677400 0.1438673 -0.471 0.637748
ORIGIN_GRID1106 -1.1854281 0.1621141 -7.312 2.63e-13 ***
ORIGIN_GRID1107 0.8071814 0.1321734 6.107 1.02e-09 ***
ORIGIN_GRID1108 4.7782172 0.1291075 37.010 < 2e-16 ***
ORIGIN_GRID1109 2.5362925 0.1294870 19.587 < 2e-16 ***
ORIGIN_GRID1116 1.7842261 0.1293679 13.792 < 2e-16 ***
ORIGIN_GRID1117 0.0669961 0.1306914 0.513 0.608212
ORIGIN_GRID1118 0.5334090 0.1304043 4.090 4.31e-05 ***
ORIGIN_GRID1119 1.3562683 0.1294682 10.476 < 2e-16 ***
ORIGIN_GRID1120 1.2045565 0.1297731 9.282 < 2e-16 ***
ORIGIN_GRID1129 3.7959113 0.1291650 29.388 < 2e-16 ***
ORIGIN_GRID1130 3.8205645 0.1291412 29.584 < 2e-16 ***
ORIGIN_GRID1131 2.6930234 0.1294422 20.805 < 2e-16 ***
ORIGIN_GRID1136 0.7990022 0.1298543 6.153 7.60e-10 ***
ORIGIN_GRID1138 -0.7147759 0.1338966 -5.338 9.38e-08 ***
ORIGIN_GRID1139 2.4971048 0.1291851 19.330 < 2e-16 ***
ORIGIN_GRID1141 2.3267092 0.1292399 18.003 < 2e-16 ***
ORIGIN_GRID1148 0.1528820 0.1394955 1.096 0.273094
ORIGIN_GRID1149 1.5171447 0.1303186 11.642 < 2e-16 ***
ORIGIN_GRID1150 3.9170926 0.1291325 30.334 < 2e-16 ***
ORIGIN_GRID1151 2.8030987 0.1292392 21.689 < 2e-16 ***
ORIGIN_GRID1158 0.9754660 0.1295878 7.527 5.17e-14 ***
ORIGIN_GRID1159 2.2424612 0.1292058 17.356 < 2e-16 ***
ORIGIN_GRID1160 3.1458067 0.1291382 24.360 < 2e-16 ***
ORIGIN_GRID1171 4.1594689 0.1291397 32.209 < 2e-16 ***
ORIGIN_GRID1172 3.9537171 0.1291361 30.617 < 2e-16 ***
ORIGIN_GRID1173 1.6643656 0.1297193 12.831 < 2e-16 ***
ORIGIN_GRID1174 -2.7516088 0.2813636 -9.780 < 2e-16 ***
ORIGIN_GRID1178 1.0826996 0.1295090 8.360 < 2e-16 ***
ORIGIN_GRID1179 1.8306619 0.1292619 14.162 < 2e-16 ***
ORIGIN_GRID1180 2.7831094 0.1291554 21.549 < 2e-16 ***
ORIGIN_GRID1181 1.9601863 0.1292509 15.166 < 2e-16 ***
ORIGIN_GRID1183 0.9573811 0.1297356 7.379 1.59e-13 ***
ORIGIN_GRID1190 -0.0315391 0.1376354 -0.229 0.818752
ORIGIN_GRID1192 3.1029738 0.1292294 24.011 < 2e-16 ***
ORIGIN_GRID1193 3.0069991 0.1291876 23.276 < 2e-16 ***
ORIGIN_GRID1194 1.4606602 0.1298593 11.248 < 2e-16 ***
ORIGIN_GRID1200 2.0018749 0.1292569 15.488 < 2e-16 ***
ORIGIN_GRID1201 1.7665900 0.1292785 13.665 < 2e-16 ***
ORIGIN_GRID1203 2.3521848 0.1292171 18.203 < 2e-16 ***
ORIGIN_GRID1204 2.1848219 0.1292558 16.903 < 2e-16 ***
ORIGIN_GRID1211 -1.0241858 0.1662969 -6.159 7.33e-10 ***
ORIGIN_GRID1214 3.7664897 0.1291457 29.165 < 2e-16 ***
ORIGIN_GRID1215 0.7742390 0.1352073 5.726 1.03e-08 ***
ORIGIN_GRID1216 -0.3153930 0.1358587 -2.321 0.020261 *
ORIGIN_GRID1220 2.9724221 0.1291509 23.015 < 2e-16 ***
ORIGIN_GRID1221 2.5087802 0.1291661 19.423 < 2e-16 ***
ORIGIN_GRID1222 2.3541245 0.1294430 18.187 < 2e-16 ***
ORIGIN_GRID1223 0.3776603 0.1302073 2.900 0.003726 **
ORIGIN_GRID1224 1.1606401 0.1295289 8.960 < 2e-16 ***
ORIGIN_GRID1231 -1.9286600 0.1936468 -9.960 < 2e-16 ***
ORIGIN_GRID1232 -0.3642588 0.1594916 -2.284 0.022379 *
ORIGIN_GRID1235 1.1453775 0.1298041 8.824 < 2e-16 ***
ORIGIN_GRID1236 1.1490041 0.1299336 8.843 < 2e-16 ***
ORIGIN_GRID1241 1.1841780 0.1295034 9.144 < 2e-16 ***
ORIGIN_GRID1242 1.8797843 0.1292586 14.543 < 2e-16 ***
ORIGIN_GRID1243 2.4140225 0.1291771 18.688 < 2e-16 ***
ORIGIN_GRID1246 1.3736806 0.1294170 10.614 < 2e-16 ***
ORIGIN_GRID1256 2.4790605 0.1292852 19.175 < 2e-16 ***
ORIGIN_GRID1257 3.3164985 0.1291842 25.673 < 2e-16 ***
ORIGIN_GRID1258 1.4937606 0.1298755 11.501 < 2e-16 ***
ORIGIN_GRID1262 1.6180982 0.1293459 12.510 < 2e-16 ***
ORIGIN_GRID1263 2.1019142 0.1291933 16.270 < 2e-16 ***
ORIGIN_GRID1264 1.0753675 0.1296479 8.295 < 2e-16 ***
ORIGIN_GRID1265 0.6311532 0.1299114 4.858 1.18e-06 ***
ORIGIN_GRID1266 2.0395283 0.1293114 15.772 < 2e-16 ***
ORIGIN_GRID1267 -0.0653219 0.1320346 -0.495 0.620789
ORIGIN_GRID1272 -2.3610231 0.1841386 -12.822 < 2e-16 ***
ORIGIN_GRID1273 1.7985195 0.1296213 13.875 < 2e-16 ***
ORIGIN_GRID1277 3.5140588 0.1291460 27.210 < 2e-16 ***
ORIGIN_GRID1278 1.1899436 0.1297856 9.169 < 2e-16 ***
ORIGIN_GRID1283 3.2230360 0.1291432 24.957 < 2e-16 ***
ORIGIN_GRID1284 2.5224215 0.1291748 19.527 < 2e-16 ***
ORIGIN_GRID1285 3.2000172 0.1291317 24.781 < 2e-16 ***
ORIGIN_GRID1286 1.4252617 0.1294765 11.008 < 2e-16 ***
ORIGIN_GRID1289 -0.6227444 0.1379081 -4.516 6.31e-06 ***
ORIGIN_GRID1293 -1.3305335 0.1490675 -8.926 < 2e-16 ***
ORIGIN_GRID1294 3.2304887 0.1292218 25.000 < 2e-16 ***
ORIGIN_GRID1295 0.7680295 0.1307523 5.874 4.26e-09 ***
ORIGIN_GRID1298 2.5161972 0.1292580 19.466 < 2e-16 ***
ORIGIN_GRID1299 3.0540438 0.1292217 23.634 < 2e-16 ***
ORIGIN_GRID1304 3.1798186 0.1291441 24.622 < 2e-16 ***
ORIGIN_GRID1305 2.5367597 0.1291530 19.642 < 2e-16 ***
ORIGIN_GRID1307 -0.9131367 0.1339336 -6.818 9.24e-12 ***
ORIGIN_GRID1308 2.1657843 0.1292377 16.758 < 2e-16 ***
ORIGIN_GRID1310 -3.1422569 0.2492393 -12.607 < 2e-16 ***
ORIGIN_GRID1316 -0.3563373 0.1339569 -2.660 0.007812 **
ORIGIN_GRID1317 1.5025355 0.1295793 11.595 < 2e-16 ***
ORIGIN_GRID1318 0.8729195 0.1300242 6.714 1.90e-11 ***
ORIGIN_GRID1319 3.6657524 0.1291408 28.386 < 2e-16 ***
ORIGIN_GRID1320 2.3959843 0.1293996 18.516 < 2e-16 ***
ORIGIN_GRID1325 0.9246881 0.1296531 7.132 9.89e-13 ***
ORIGIN_GRID1326 2.7306439 0.1291510 21.143 < 2e-16 ***
ORIGIN_GRID1327 2.5269227 0.1291650 19.564 < 2e-16 ***
ORIGIN_GRID1328 1.0878651 0.1294375 8.405 < 2e-16 ***
ORIGIN_GRID1329 1.4769260 0.1295885 11.397 < 2e-16 ***
ORIGIN_GRID1330 2.1542726 0.1293423 16.656 < 2e-16 ***
ORIGIN_GRID1331 -2.8194107 0.2886733 -9.767 < 2e-16 ***
ORIGIN_GRID1333 1.2234930 0.1296599 9.436 < 2e-16 ***
ORIGIN_GRID1334 1.5067166 0.1295674 11.629 < 2e-16 ***
ORIGIN_GRID1335 0.9719933 0.1301847 7.466 8.25e-14 ***
ORIGIN_GRID1336 -1.4989942 0.1849584 -8.104 5.30e-16 ***
ORIGIN_GRID1337 -0.9571148 0.1396371 -6.854 7.17e-12 ***
ORIGIN_GRID1338 -2.4015410 0.1624027 -14.788 < 2e-16 ***
ORIGIN_GRID1339 3.6400887 0.1291380 28.188 < 2e-16 ***
ORIGIN_GRID1340 2.1935224 0.1293806 16.954 < 2e-16 ***
ORIGIN_GRID1341 -1.9344879 0.2415205 -8.010 1.15e-15 ***
ORIGIN_GRID1346 2.3097433 0.1292374 17.872 < 2e-16 ***
ORIGIN_GRID1347 3.2317198 0.1291316 25.027 < 2e-16 ***
ORIGIN_GRID1348 1.6131446 0.1292419 12.482 < 2e-16 ***
ORIGIN_GRID1349 1.4673378 0.1293378 11.345 < 2e-16 ***
ORIGIN_GRID1350 1.7293032 0.1295301 13.351 < 2e-16 ***
ORIGIN_GRID1353 1.6269505 0.1293632 12.577 < 2e-16 ***
ORIGIN_GRID1354 1.0165315 0.1297029 7.837 4.60e-15 ***
ORIGIN_GRID1355 1.9150214 0.1293536 14.805 < 2e-16 ***
ORIGIN_GRID1357 1.0822178 0.1304112 8.299 < 2e-16 ***
ORIGIN_GRID1358 2.3493622 0.1292921 18.171 < 2e-16 ***
ORIGIN_GRID1359 2.8895886 0.1291884 22.367 < 2e-16 ***
ORIGIN_GRID1360 2.9203220 0.1291936 22.604 < 2e-16 ***
ORIGIN_GRID1361 4.1121611 0.1291454 31.841 < 2e-16 ***
ORIGIN_GRID1362 0.2377277 0.1349841 1.761 0.078212 .
ORIGIN_GRID1368 1.1304457 0.1293811 8.737 < 2e-16 ***
ORIGIN_GRID1369 0.9287411 0.1293933 7.178 7.09e-13 ***
ORIGIN_GRID1370 2.0414941 0.1291834 15.803 < 2e-16 ***
ORIGIN_GRID1371 1.4838578 0.1294639 11.462 < 2e-16 ***
ORIGIN_GRID1372 0.8473960 0.1297278 6.532 6.49e-11 ***
ORIGIN_GRID1373 -1.2077588 0.1380096 -8.751 < 2e-16 ***
ORIGIN_GRID1374 0.8823925 0.1296110 6.808 9.90e-12 ***
ORIGIN_GRID1375 2.4041325 0.1293037 18.593 < 2e-16 ***
ORIGIN_GRID1376 1.5860147 0.1296903 12.229 < 2e-16 ***
ORIGIN_GRID1379 0.0978759 0.1336219 0.732 0.463873
ORIGIN_GRID1380 3.8403565 0.1291224 29.742 < 2e-16 ***
ORIGIN_GRID1381 3.4359257 0.1291388 26.606 < 2e-16 ***
ORIGIN_GRID1382 3.1296097 0.1292299 24.217 < 2e-16 ***
ORIGIN_GRID1383 0.7799166 0.1314468 5.933 2.97e-09 ***
ORIGIN_GRID1388 1.8182810 0.1292463 14.068 < 2e-16 ***
ORIGIN_GRID1389 0.8911089 0.1294097 6.886 5.74e-12 ***
ORIGIN_GRID1390 1.5429421 0.1292586 11.937 < 2e-16 ***
ORIGIN_GRID1391 1.5886851 0.1292996 12.287 < 2e-16 ***
ORIGIN_GRID1392 1.0211414 0.1301639 7.845 4.33e-15 ***
ORIGIN_GRID1393 0.4016129 0.1299148 3.091 0.001992 **
ORIGIN_GRID1394 1.5976443 0.1293028 12.356 < 2e-16 ***
ORIGIN_GRID1395 1.6737051 0.1292945 12.945 < 2e-16 ***
ORIGIN_GRID1396 2.6969385 0.1291813 20.877 < 2e-16 ***
ORIGIN_GRID1397 2.8135622 0.1291870 21.779 < 2e-16 ***
ORIGIN_GRID1398 1.8804081 0.1295307 14.517 < 2e-16 ***
ORIGIN_GRID1400 3.0688882 0.1292431 23.745 < 2e-16 ***
ORIGIN_GRID1401 3.2195075 0.1291453 24.929 < 2e-16 ***
ORIGIN_GRID1402 3.4185539 0.1291553 26.469 < 2e-16 ***
ORIGIN_GRID1404 3.4176590 0.1299095 26.308 < 2e-16 ***
ORIGIN_GRID1410 2.3930180 0.1291598 18.528 < 2e-16 ***
ORIGIN_GRID1411 1.2353645 0.1293282 9.552 < 2e-16 ***
ORIGIN_GRID1412 1.4908531 0.1292401 11.536 < 2e-16 ***
ORIGIN_GRID1413 2.2875773 0.1291869 17.708 < 2e-16 ***
ORIGIN_GRID1414 1.7625297 0.1292406 13.638 < 2e-16 ***
ORIGIN_GRID1415 1.3017298 0.1294075 10.059 < 2e-16 ***
ORIGIN_GRID1416 1.9710998 0.1292662 15.248 < 2e-16 ***
ORIGIN_GRID1417 1.9296531 0.1292468 14.930 < 2e-16 ***
ORIGIN_GRID1418 2.7282073 0.1291740 21.120 < 2e-16 ***
ORIGIN_GRID1419 2.2839282 0.1292469 17.671 < 2e-16 ***
ORIGIN_GRID1422 3.2773740 0.1291781 25.371 < 2e-16 ***
ORIGIN_GRID1423 4.1677305 0.1291274 32.276 < 2e-16 ***
ORIGIN_GRID1430 2.0931886 0.1292163 16.199 < 2e-16 ***
ORIGIN_GRID1431 2.1277978 0.1291754 16.472 < 2e-16 ***
ORIGIN_GRID1432 2.0287176 0.1291756 15.705 < 2e-16 ***
ORIGIN_GRID1433 0.7050436 0.1300670 5.421 5.94e-08 ***
ORIGIN_GRID1434 2.2170299 0.1291958 17.160 < 2e-16 ***
ORIGIN_GRID1435 2.7939462 0.1291492 21.633 < 2e-16 ***
ORIGIN_GRID1436 -0.3311832 0.1312656 -2.523 0.011636 *
ORIGIN_GRID1437 2.9215526 0.1291581 22.620 < 2e-16 ***
ORIGIN_GRID1438 3.2345720 0.1291296 25.049 < 2e-16 ***
ORIGIN_GRID1439 3.8802011 0.1291188 30.051 < 2e-16 ***
ORIGIN_GRID1440 0.2983120 0.1306364 2.284 0.022399 *
ORIGIN_GRID1442 2.8768999 0.1292512 22.258 < 2e-16 ***
ORIGIN_GRID1443 3.9375052 0.1291354 30.491 < 2e-16 ***
ORIGIN_GRID1444 3.1043180 0.1292885 24.011 < 2e-16 ***
ORIGIN_GRID1452 1.1918834 0.1293175 9.217 < 2e-16 ***
ORIGIN_GRID1453 1.2427571 0.1292930 9.612 < 2e-16 ***
ORIGIN_GRID1454 0.2381277 0.1303923 1.826 0.067814 .
ORIGIN_GRID1455 1.5874864 0.1293432 12.273 < 2e-16 ***
ORIGIN_GRID1456 2.1619362 0.1292163 16.731 < 2e-16 ***
ORIGIN_GRID1457 2.9666948 0.1291486 22.971 < 2e-16 ***
ORIGIN_GRID1458 3.1155070 0.1291364 24.126 < 2e-16 ***
ORIGIN_GRID1459 2.7301985 0.1291651 21.137 < 2e-16 ***
ORIGIN_GRID1460 1.9853520 0.1292398 15.362 < 2e-16 ***
ORIGIN_GRID1461 0.6626777 0.1301070 5.093 3.52e-07 ***
ORIGIN_GRID1464 4.2079161 0.1291298 32.587 < 2e-16 ***
ORIGIN_GRID1465 3.7583297 0.1291656 29.097 < 2e-16 ***
ORIGIN_GRID1472 -0.1718944 0.1305548 -1.317 0.187957
ORIGIN_GRID1473 0.7968521 0.1294397 6.156 7.45e-10 ***
ORIGIN_GRID1474 1.7200916 0.1291922 13.314 < 2e-16 ***
ORIGIN_GRID1475 2.6079837 0.1291548 20.193 < 2e-16 ***
ORIGIN_GRID1476 2.0471857 0.1292277 15.842 < 2e-16 ***
ORIGIN_GRID1477 3.5021606 0.1291158 27.124 < 2e-16 ***
ORIGIN_GRID1478 1.9489468 0.1292369 15.080 < 2e-16 ***
ORIGIN_GRID1479 2.1313477 0.1292092 16.495 < 2e-16 ***
ORIGIN_GRID1480 3.7678458 0.1291141 29.182 < 2e-16 ***
ORIGIN_GRID1481 1.4602349 0.1294487 11.280 < 2e-16 ***
ORIGIN_GRID1482 1.3664127 0.1297405 10.532 < 2e-16 ***
ORIGIN_GRID1485 3.7076434 0.1291699 28.704 < 2e-16 ***
ORIGIN_GRID1494 0.9479103 0.1296160 7.313 2.61e-13 ***
ORIGIN_GRID1495 1.1793757 0.1293058 9.121 < 2e-16 ***
ORIGIN_GRID1496 2.0857718 0.1291647 16.148 < 2e-16 ***
ORIGIN_GRID1497 2.4440203 0.1291811 18.919 < 2e-16 ***
ORIGIN_GRID1498 2.8749809 0.1291475 22.261 < 2e-16 ***
ORIGIN_GRID1499 3.1380168 0.1291337 24.301 < 2e-16 ***
ORIGIN_GRID1500 3.1368258 0.1291881 24.281 < 2e-16 ***
ORIGIN_GRID1501 3.1736772 0.1291352 24.576 < 2e-16 ***
ORIGIN_GRID1502 2.7834438 0.1291653 21.549 < 2e-16 ***
ORIGIN_GRID1506 -1.6552219 0.1632966 -10.136 < 2e-16 ***
ORIGIN_GRID1515 -0.1737057 0.1307056 -1.329 0.183853
ORIGIN_GRID1516 1.4983082 0.1292458 11.593 < 2e-16 ***
ORIGIN_GRID1517 1.8412409 0.1292496 14.246 < 2e-16 ***
ORIGIN_GRID1518 1.7850595 0.1292775 13.808 < 2e-16 ***
ORIGIN_GRID1519 3.3842788 0.1291665 26.201 < 2e-16 ***
ORIGIN_GRID1520 2.5497750 0.1291729 19.739 < 2e-16 ***
ORIGIN_GRID1521 1.0404402 0.1295248 8.033 9.53e-16 ***
ORIGIN_GRID1522 3.4170956 0.1291290 26.463 < 2e-16 ***
ORIGIN_GRID1523 1.8281192 0.1299093 14.072 < 2e-16 ***
ORIGIN_GRID1524 2.0367170 0.1294169 15.738 < 2e-16 ***
ORIGIN_GRID1527 1.5268321 0.1300651 11.739 < 2e-16 ***
ORIGIN_GRID1535 -1.0705219 0.1553326 -6.892 5.51e-12 ***
ORIGIN_GRID1536 -0.5353221 0.1329200 -4.027 5.64e-05 ***
ORIGIN_GRID1537 0.1430870 0.1301559 1.099 0.271615
ORIGIN_GRID1538 1.5339750 0.1292274 11.870 < 2e-16 ***
ORIGIN_GRID1539 2.0563089 0.1291778 15.918 < 2e-16 ***
ORIGIN_GRID1540 2.7036628 0.1291527 20.934 < 2e-16 ***
ORIGIN_GRID1541 4.0655359 0.1291651 31.476 < 2e-16 ***
ORIGIN_GRID1542 1.0077731 0.1298769 7.759 8.53e-15 ***
ORIGIN_GRID1543 1.4042015 0.1307323 10.741 < 2e-16 ***
ORIGIN_GRID1544 2.6481454 0.1292333 20.491 < 2e-16 ***
ORIGIN_GRID1547 -0.6970510 0.1420799 -4.906 9.29e-07 ***
ORIGIN_GRID1556 -0.1652109 0.1423018 -1.161 0.245646
ORIGIN_GRID1557 -0.8904221 0.1337870 -6.656 2.82e-11 ***
ORIGIN_GRID1558 0.8212548 0.1302383 6.306 2.87e-10 ***
ORIGIN_GRID1559 2.1354516 0.1291665 16.533 < 2e-16 ***
ORIGIN_GRID1560 3.0206025 0.1291316 23.392 < 2e-16 ***
ORIGIN_GRID1561 3.2146711 0.1291590 24.889 < 2e-16 ***
ORIGIN_GRID1562 0.1664691 0.1305308 1.275 0.202195
ORIGIN_GRID1563 1.7767491 0.1292713 13.744 < 2e-16 ***
ORIGIN_GRID1564 0.8703207 0.1297247 6.709 1.96e-11 ***
ORIGIN_GRID1565 0.9654845 0.1297606 7.441 1.00e-13 ***
ORIGIN_GRID1566 0.6059596 0.1305285 4.642 3.44e-06 ***
ORIGIN_GRID1567 -1.3229921 0.1592519 -8.308 < 2e-16 ***
ORIGIN_GRID1568 -0.5491540 0.1430153 -3.840 0.000123 ***
ORIGIN_GRID1578 -2.5996791 0.2813636 -9.240 < 2e-16 ***
ORIGIN_GRID1580 0.7640600 0.1299818 5.878 4.15e-09 ***
ORIGIN_GRID1581 -0.4474735 0.1304974 -3.429 0.000606 ***
ORIGIN_GRID1582 2.8114966 0.1291378 21.771 < 2e-16 ***
ORIGIN_GRID1583 1.5328605 0.1304934 11.747 < 2e-16 ***
ORIGIN_GRID1584 1.5437186 0.1294574 11.925 < 2e-16 ***
ORIGIN_GRID1585 1.8472843 0.1293703 14.279 < 2e-16 ***
ORIGIN_GRID1586 0.7492756 0.1297400 5.775 7.69e-09 ***
ORIGIN_GRID1589 -0.3573682 0.1345837 -2.655 0.007922 **
ORIGIN_GRID1590 -0.8724641 0.1462278 -5.966 2.42e-09 ***
ORIGIN_GRID1600 2.7777100 0.1293837 21.469 < 2e-16 ***
ORIGIN_GRID1601 1.2629122 0.1292841 9.769 < 2e-16 ***
ORIGIN_GRID1602 2.1907785 0.1292134 16.955 < 2e-16 ***
ORIGIN_GRID1603 3.0260180 0.1291389 23.432 < 2e-16 ***
ORIGIN_GRID1604 1.6150555 0.1293010 12.491 < 2e-16 ***
ORIGIN_GRID1605 2.9305414 0.1291479 22.691 < 2e-16 ***
ORIGIN_GRID1606 2.5788519 0.1293770 19.933 < 2e-16 ***
ORIGIN_GRID1607 1.5002176 0.1294120 11.593 < 2e-16 ***
ORIGIN_GRID1608 3.3244957 0.1291545 25.740 < 2e-16 ***
ORIGIN_GRID1609 3.2237581 0.1291923 24.953 < 2e-16 ***
ORIGIN_GRID1610 -0.2643228 0.1425784 -1.854 0.063757 .
ORIGIN_GRID1622 1.3885884 0.1305211 10.639 < 2e-16 ***
ORIGIN_GRID1623 2.6359955 0.1291430 20.411 < 2e-16 ***
ORIGIN_GRID1624 1.4478151 0.1293149 11.196 < 2e-16 ***
ORIGIN_GRID1625 2.9350570 0.1291580 22.725 < 2e-16 ***
ORIGIN_GRID1626 3.3743702 0.1291238 26.133 < 2e-16 ***
ORIGIN_GRID1627 1.8418637 0.1292665 14.249 < 2e-16 ***
ORIGIN_GRID1628 3.5718054 0.1291260 27.661 < 2e-16 ***
ORIGIN_GRID1629 2.5043544 0.1292451 19.377 < 2e-16 ***
ORIGIN_GRID1630 2.5318714 0.1292938 19.582 < 2e-16 ***
ORIGIN_GRID1631 -0.7966943 0.1400242 -5.690 1.27e-08 ***
ORIGIN_GRID1642 0.1988153 0.1320916 1.505 0.132290
ORIGIN_GRID1643 2.5723595 0.1291520 19.917 < 2e-16 ***
ORIGIN_GRID1644 0.3800539 0.1300435 2.923 0.003472 **
ORIGIN_GRID1645 2.0364821 0.1292137 15.761 < 2e-16 ***
ORIGIN_GRID1646 2.0084391 0.1293579 15.526 < 2e-16 ***
ORIGIN_GRID1647 2.2049733 0.1292023 17.066 < 2e-16 ***
ORIGIN_GRID1648 2.6660412 0.1291669 20.640 < 2e-16 ***
ORIGIN_GRID1649 3.4554281 0.1291323 26.759 < 2e-16 ***
ORIGIN_GRID1650 3.3830932 0.1291791 26.189 < 2e-16 ***
ORIGIN_GRID1664 -2.4352300 0.1875747 -12.983 < 2e-16 ***
ORIGIN_GRID1665 2.7196120 0.1291406 21.059 < 2e-16 ***
ORIGIN_GRID1666 1.4780242 0.1292587 11.435 < 2e-16 ***
ORIGIN_GRID1667 3.1699328 0.1294302 24.491 < 2e-16 ***
ORIGIN_GRID1668 2.7363126 0.1291606 21.185 < 2e-16 ***
ORIGIN_GRID1670 3.5620583 0.1291262 27.586 < 2e-16 ***
ORIGIN_GRID1671 4.2140138 0.1291743 32.623 < 2e-16 ***
ORIGIN_GRID1672 3.5103408 0.1291986 27.170 < 2e-16 ***
ORIGIN_GRID1684 1.9105800 0.1296460 14.737 < 2e-16 ***
ORIGIN_GRID1685 2.4360100 0.1291830 18.857 < 2e-16 ***
ORIGIN_GRID1686 2.1861883 0.1291821 16.923 < 2e-16 ***
ORIGIN_GRID1687 1.8961526 0.1292804 14.667 < 2e-16 ***
ORIGIN_GRID1688 1.3910714 0.1293451 10.755 < 2e-16 ***
ORIGIN_GRID1689 1.0239473 0.1296282 7.899 2.81e-15 ***
ORIGIN_GRID1690 2.4697968 0.1292369 19.111 < 2e-16 ***
ORIGIN_GRID1691 3.1665360 0.1291525 24.518 < 2e-16 ***
ORIGIN_GRID1692 2.5504474 0.1293194 19.722 < 2e-16 ***
ORIGIN_GRID1706 2.4805648 0.1292184 19.197 < 2e-16 ***
ORIGIN_GRID1707 2.2205949 0.1291745 17.191 < 2e-16 ***
ORIGIN_GRID1708 2.7604676 0.1291434 21.375 < 2e-16 ***
ORIGIN_GRID1709 1.8509917 0.1292405 14.322 < 2e-16 ***
ORIGIN_GRID1710 3.0079481 0.1291469 23.291 < 2e-16 ***
ORIGIN_GRID1711 2.7911208 0.1291704 21.608 < 2e-16 ***
ORIGIN_GRID1712 3.5341348 0.1291254 27.370 < 2e-16 ***
ORIGIN_GRID1713 1.1093543 0.1296916 8.554 < 2e-16 ***
ORIGIN_GRID1714 3.6977146 0.1291610 28.629 < 2e-16 ***
ORIGIN_GRID1727 2.5195169 0.1291799 19.504 < 2e-16 ***
ORIGIN_GRID1728 2.3834592 0.1291645 18.453 < 2e-16 ***
ORIGIN_GRID1729 1.9773518 0.1292000 15.305 < 2e-16 ***
ORIGIN_GRID1730 -0.1609044 0.1309542 -1.229 0.219182
ORIGIN_GRID1731 2.7300980 0.1291718 21.135 < 2e-16 ***
ORIGIN_GRID1732 3.1956511 0.1291337 24.747 < 2e-16 ***
ORIGIN_GRID1733 3.0444291 0.1291557 23.572 < 2e-16 ***
ORIGIN_GRID1734 3.3698049 0.1291508 26.092 < 2e-16 ***
ORIGIN_GRID1735 4.6398711 0.1292028 35.912 < 2e-16 ***
ORIGIN_GRID1748 1.3573246 0.1294159 10.488 < 2e-16 ***
ORIGIN_GRID1749 2.2344791 0.1291761 17.298 < 2e-16 ***
ORIGIN_GRID1750 1.3585871 0.1292799 10.509 < 2e-16 ***
ORIGIN_GRID1751 1.0288215 0.1295345 7.942 1.98e-15 ***
ORIGIN_GRID1753 3.2339003 0.1291386 25.042 < 2e-16 ***
ORIGIN_GRID1754 3.4957003 0.1291247 27.072 < 2e-16 ***
ORIGIN_GRID1755 3.0680197 0.1291536 23.755 < 2e-16 ***
ORIGIN_GRID1756 3.1011202 0.1291860 24.005 < 2e-16 ***
ORIGIN_GRID1757 0.6102970 0.1327064 4.599 4.25e-06 ***
ORIGIN_GRID1769 2.0789197 0.1292111 16.089 < 2e-16 ***
ORIGIN_GRID1770 2.4134645 0.1293291 18.661 < 2e-16 ***
ORIGIN_GRID1771 0.9038674 0.1294772 6.981 2.93e-12 ***
ORIGIN_GRID1772 0.4535699 0.1312191 3.457 0.000547 ***
ORIGIN_GRID1774 2.9619201 0.1291503 22.934 < 2e-16 ***
ORIGIN_GRID1775 2.6433705 0.1291919 20.461 < 2e-16 ***
ORIGIN_GRID1776 3.7484579 0.1291269 29.029 < 2e-16 ***
ORIGIN_GRID1777 3.8676947 0.1291393 29.950 < 2e-16 ***
ORIGIN_GRID1778 3.0442852 0.1295316 23.502 < 2e-16 ***
ORIGIN_GRID1790 2.7695156 0.1291714 21.441 < 2e-16 ***
ORIGIN_GRID1791 2.1103615 0.1292282 16.330 < 2e-16 ***
ORIGIN_GRID1792 2.1231918 0.1292410 16.428 < 2e-16 ***
ORIGIN_GRID1793 0.4506528 0.1297586 3.473 0.000515 ***
ORIGIN_GRID1794 0.7605536 0.1318097 5.770 7.92e-09 ***
ORIGIN_GRID1795 -0.3381658 0.1331020 -2.541 0.011065 *
ORIGIN_GRID1796 3.3673658 0.1291513 26.073 < 2e-16 ***
ORIGIN_GRID1797 3.4268529 0.1291400 26.536 < 2e-16 ***
ORIGIN_GRID1798 3.7439617 0.1291395 28.992 < 2e-16 ***
ORIGIN_GRID1799 2.7922135 0.1292938 21.596 < 2e-16 ***
ORIGIN_GRID1800 1.8327252 0.1313117 13.957 < 2e-16 ***
ORIGIN_GRID1811 1.9025291 0.1292741 14.717 < 2e-16 ***
ORIGIN_GRID1812 2.9876464 0.1291319 23.136 < 2e-16 ***
ORIGIN_GRID1813 2.8659948 0.1291399 22.193 < 2e-16 ***
ORIGIN_GRID1817 3.1673765 0.1291841 24.518 < 2e-16 ***
ORIGIN_GRID1818 3.3797981 0.1291549 26.169 < 2e-16 ***
ORIGIN_GRID1819 3.7218229 0.1291332 28.822 < 2e-16 ***
ORIGIN_GRID1820 0.6600304 0.1335442 4.942 7.72e-07 ***
ORIGIN_GRID1832 2.6171753 0.1291842 20.259 < 2e-16 ***
ORIGIN_GRID1833 2.0692080 0.1292129 16.014 < 2e-16 ***
ORIGIN_GRID1834 2.5373126 0.1291608 19.645 < 2e-16 ***
ORIGIN_GRID1835 1.8277505 0.1292852 14.137 < 2e-16 ***
ORIGIN_GRID1837 -0.7322611 0.1436996 -5.096 3.47e-07 ***
ORIGIN_GRID1839 2.5318131 0.1292755 19.585 < 2e-16 ***
ORIGIN_GRID1840 4.5524702 0.1291131 35.260 < 2e-16 ***
ORIGIN_GRID1841 0.3870845 0.1337752 2.894 0.003809 **
ORIGIN_GRID1842 3.8501891 0.1294717 29.738 < 2e-16 ***
ORIGIN_GRID1853 2.4517638 0.1291745 18.980 < 2e-16 ***
ORIGIN_GRID1854 2.7696629 0.1291634 21.443 < 2e-16 ***
ORIGIN_GRID1855 3.0218127 0.1291473 23.398 < 2e-16 ***
ORIGIN_GRID1858 1.0113986 0.1314804 7.692 1.44e-14 ***
ORIGIN_GRID1860 3.7936515 0.1293315 29.333 < 2e-16 ***
ORIGIN_GRID1861 3.6766256 0.1291585 28.466 < 2e-16 ***
ORIGIN_GRID1874 2.7244476 0.1292146 21.085 < 2e-16 ***
ORIGIN_GRID1875 1.0830527 0.1296821 8.352 < 2e-16 ***
ORIGIN_GRID1876 3.0831250 0.1294433 23.818 < 2e-16 ***
ORIGIN_GRID1877 2.7184153 0.1291668 21.046 < 2e-16 ***
ORIGIN_GRID1880 -0.2308674 0.1374328 -1.680 0.092985 .
ORIGIN_GRID1882 3.5408392 0.1291713 27.412 < 2e-16 ***
ORIGIN_GRID1883 3.8194872 0.1293455 29.529 < 2e-16 ***
ORIGIN_GRID1895 2.7462416 0.1291666 21.261 < 2e-16 ***
ORIGIN_GRID1896 1.2715369 0.1294231 9.825 < 2e-16 ***
ORIGIN_GRID1897 2.0577669 0.1293597 15.907 < 2e-16 ***
ORIGIN_GRID1898 -2.6305271 0.1810935 -14.526 < 2e-16 ***
ORIGIN_GRID1901 -0.5887919 0.1478071 -3.984 6.79e-05 ***
ORIGIN_GRID1903 2.9448533 0.1293553 22.766 < 2e-16 ***
ORIGIN_GRID1917 1.4934580 0.1293972 11.542 < 2e-16 ***
ORIGIN_GRID1918 3.2965339 0.1292004 25.515 < 2e-16 ***
ORIGIN_GRID1919 2.6905213 0.1291799 20.828 < 2e-16 ***
ORIGIN_GRID1922 0.8706911 0.1319688 6.598 4.18e-11 ***
ORIGIN_GRID1924 2.8909988 0.1293940 22.343 < 2e-16 ***
ORIGIN_GRID1937 2.2097558 0.1292536 17.096 < 2e-16 ***
ORIGIN_GRID1938 3.0393848 0.1291541 23.533 < 2e-16 ***
ORIGIN_GRID1939 3.5673671 0.1291430 27.623 < 2e-16 ***
ORIGIN_GRID1942 0.1066582 0.1355220 0.787 0.431272
ORIGIN_GRID1959 1.9049064 0.1293487 14.727 < 2e-16 ***
ORIGIN_GRID1960 3.7576453 0.1291147 29.103 < 2e-16 ***
ORIGIN_GRID1961 2.4812170 0.1292562 19.196 < 2e-16 ***
ORIGIN_GRID1962 3.4689485 0.1291509 26.860 < 2e-16 ***
ORIGIN_GRID1964 -0.6150534 0.1534995 -4.007 6.15e-05 ***
ORIGIN_GRID1979 2.1171824 0.1293152 16.372 < 2e-16 ***
ORIGIN_GRID1980 0.5196621 0.1298199 4.003 6.26e-05 ***
ORIGIN_GRID1981 3.0925733 0.1291520 23.945 < 2e-16 ***
ORIGIN_GRID1982 1.8800992 0.1295255 14.515 < 2e-16 ***
ORIGIN_GRID1983 3.5354428 0.1291531 27.374 < 2e-16 ***
ORIGIN_GRID1984 2.2956228 0.1292983 17.754 < 2e-16 ***
ORIGIN_GRID1985 2.8200995 0.1292246 21.823 < 2e-16 ***
ORIGIN_GRID2001 2.4428895 0.1292072 18.907 < 2e-16 ***
ORIGIN_GRID2002 3.1634678 0.1291368 24.497 < 2e-16 ***
ORIGIN_GRID2003 2.7392603 0.1291747 21.206 < 2e-16 ***
ORIGIN_GRID2004 3.7144500 0.1291461 28.762 < 2e-16 ***
ORIGIN_GRID2005 3.4966319 0.1291459 27.075 < 2e-16 ***
ORIGIN_GRID2006 2.0849903 0.1293997 16.113 < 2e-16 ***
ORIGIN_GRID2007 1.3751676 0.1300575 10.574 < 2e-16 ***
ORIGIN_GRID2022 3.1989311 0.1292049 24.759 < 2e-16 ***
ORIGIN_GRID2023 3.3215245 0.1291341 25.722 < 2e-16 ***
ORIGIN_GRID2024 2.7585049 0.1291662 21.356 < 2e-16 ***
ORIGIN_GRID2025 3.1611602 0.1291611 24.475 < 2e-16 ***
ORIGIN_GRID2026 1.7460712 0.1295734 13.476 < 2e-16 ***
ORIGIN_GRID2027 3.7160499 0.1291407 28.775 < 2e-16 ***
ORIGIN_GRID2043 2.1948844 0.1292959 16.976 < 2e-16 ***
ORIGIN_GRID2044 3.0948887 0.1291490 23.964 < 2e-16 ***
ORIGIN_GRID2045 -1.0115818 0.1452934 -6.962 3.35e-12 ***
ORIGIN_GRID2046 3.1250800 0.1291397 24.199 < 2e-16 ***
ORIGIN_GRID2047 3.2568976 0.1291830 25.212 < 2e-16 ***
ORIGIN_GRID2048 3.3008665 0.1291605 25.556 < 2e-16 ***
ORIGIN_GRID2049 2.1191285 0.1297177 16.336 < 2e-16 ***
ORIGIN_GRID2064 3.0361425 0.1291704 23.505 < 2e-16 ***
ORIGIN_GRID2065 1.6207154 0.1293435 12.530 < 2e-16 ***
ORIGIN_GRID2066 1.7104845 0.1310825 13.049 < 2e-16 ***
ORIGIN_GRID2067 4.1487789 0.1291109 32.133 < 2e-16 ***
ORIGIN_GRID2068 3.3627786 0.1292566 26.016 < 2e-16 ***
ORIGIN_GRID2069 3.1249787 0.1291901 24.189 < 2e-16 ***
ORIGIN_GRID2085 1.7485543 0.1294115 13.512 < 2e-16 ***
ORIGIN_GRID2086 3.3025444 0.1291412 25.573 < 2e-16 ***
ORIGIN_GRID2087 2.1389415 0.1292654 16.547 < 2e-16 ***
ORIGIN_GRID2088 2.7929116 0.1291604 21.624 < 2e-16 ***
ORIGIN_GRID2089 2.6250989 0.1292325 20.313 < 2e-16 ***
ORIGIN_GRID2090 3.7358296 0.1291265 28.932 < 2e-16 ***
ORIGIN_GRID2091 -0.6373928 0.1445793 -4.409 1.04e-05 ***
ORIGIN_GRID2105 -0.1304241 0.1639202 -0.796 0.426232
ORIGIN_GRID2106 0.3350279 0.1304336 2.569 0.010212 *
ORIGIN_GRID2107 1.5561362 0.1293744 12.028 < 2e-16 ***
ORIGIN_GRID2108 2.7019304 0.1291935 20.914 < 2e-16 ***
ORIGIN_GRID2109 3.0137884 0.1291578 23.334 < 2e-16 ***
ORIGIN_GRID2110 2.5100064 0.1292772 19.416 < 2e-16 ***
ORIGIN_GRID2111 0.3248281 0.1348038 2.410 0.015968 *
ORIGIN_GRID2128 1.3503575 0.1297848 10.405 < 2e-16 ***
ORIGIN_GRID2129 0.7759549 0.1299264 5.972 2.34e-09 ***
ORIGIN_GRID2130 3.2484307 0.1291381 25.155 < 2e-16 ***
ORIGIN_GRID2131 3.5734648 0.1291549 27.668 < 2e-16 ***
ORIGIN_GRID2132 2.6688285 0.1292135 20.654 < 2e-16 ***
ORIGIN_GRID2148 2.0765648 0.1295567 16.028 < 2e-16 ***
ORIGIN_GRID2149 0.9063712 0.1300200 6.971 3.15e-12 ***
ORIGIN_GRID2150 3.2470436 0.1291570 25.140 < 2e-16 ***
ORIGIN_GRID2151 3.5324768 0.1291274 27.357 < 2e-16 ***
ORIGIN_GRID2152 3.7450870 0.1291343 29.001 < 2e-16 ***
ORIGIN_GRID2153 3.2326976 0.1291916 25.023 < 2e-16 ***
ORIGIN_GRID2171 2.2478621 0.1292650 17.390 < 2e-16 ***
ORIGIN_GRID2172 2.3613260 0.1293016 18.262 < 2e-16 ***
ORIGIN_GRID2173 2.7382469 0.1291783 21.197 < 2e-16 ***
ORIGIN_GRID2174 3.0505507 0.1291822 23.614 < 2e-16 ***
ORIGIN_GRID2191 2.1549183 0.1294585 16.646 < 2e-16 ***
ORIGIN_GRID2192 1.6526181 0.1295213 12.759 < 2e-16 ***
ORIGIN_GRID2193 2.6661446 0.1292137 20.634 < 2e-16 ***
ORIGIN_GRID2194 2.8955552 0.1291777 22.415 < 2e-16 ***
ORIGIN_GRID2195 2.1246165 0.1306195 16.266 < 2e-16 ***
ORIGIN_GRID2212 -0.0464260 0.1531940 -0.303 0.761849
ORIGIN_GRID2213 -0.2086070 0.1342544 -1.554 0.120228
ORIGIN_GRID2214 0.8754097 0.1317231 6.646 3.02e-11 ***
ORIGIN_GRID2215 2.6554632 0.1292458 20.546 < 2e-16 ***
ORIGIN_GRID2216 1.6770842 0.1295191 12.949 < 2e-16 ***
ORIGIN_GRID2233 -0.1034037 0.1363674 -0.758 0.448288
ORIGIN_GRID2234 2.1396661 0.1305077 16.395 < 2e-16 ***
ORIGIN_GRID2235 1.7242900 0.1296770 13.297 < 2e-16 ***
ORIGIN_GRID2236 1.4108064 0.1296934 10.878 < 2e-16 ***
ORIGIN_GRID2237 -0.9765833 0.1418652 -6.884 5.82e-12 ***
ORIGIN_GRID2256 0.1230510 0.1358002 0.906 0.364873
ORIGIN_GRID2257 1.1381245 0.1305171 8.720 < 2e-16 ***
ORIGIN_GRID2258 0.7602905 0.1300718 5.845 5.06e-09 ***
ORIGIN_GRID2259 0.5153651 0.1332966 3.866 0.000110 ***
ORIGIN_GRID2277 0.9801781 0.1343245 7.297 2.94e-13 ***
ORIGIN_GRID2278 1.5774838 0.1299827 12.136 < 2e-16 ***
ORIGIN_GRID2279 0.5832249 0.1305916 4.466 7.97e-06 ***
ORIGIN_GRID2280 -1.5312531 0.1698843 -9.014 < 2e-16 ***
ORIGIN_GRID2297 3.0464455 0.1293864 23.545 < 2e-16 ***
ORIGIN_GRID2300 -1.0608309 0.1460767 -7.262 3.81e-13 ***
ORIGIN_GRID2301 0.7572235 0.1304104 5.806 6.38e-09 ***
ORIGIN_GRID2318 1.3860447 0.1303620 10.632 < 2e-16 ***
ORIGIN_GRID2319 2.3663530 0.1294683 18.277 < 2e-16 ***
ORIGIN_GRID2322 2.0342007 0.1296010 15.696 < 2e-16 ***
ORIGIN_GRID2337 3.2978479 0.1299117 25.385 < 2e-16 ***
ORIGIN_GRID2341 2.6247028 0.1293922 20.285 < 2e-16 ***
ORIGIN_GRID2343 1.6154331 0.1297921 12.446 < 2e-16 ***
ORIGIN_GRID2361 2.3549742 0.1295887 18.173 < 2e-16 ***
ORIGIN_GRID2364 -1.2759039 0.1505112 -8.477 < 2e-16 ***
ORIGIN_GRID2379 2.9802252 0.1301047 22.906 < 2e-16 ***
ORIGIN_GRID2384 2.1002528 0.1299181 16.166 < 2e-16 ***
ORIGIN_GRID2405 1.8761016 0.1299042 14.442 < 2e-16 ***
ORIGIN_GRID2406 0.4837344 0.1332387 3.631 0.000283 ***
ORIGIN_GRID2426 2.5429466 0.1316583 19.315 < 2e-16 ***
ORIGIN_GRID2427 2.9369885 0.1295032 22.679 < 2e-16 ***
ORIGIN_GRID2505 2.6228197 0.1347606 19.463 < 2e-16 ***
log(BUSINESS_COUNT) -0.0047006 0.0001823 -25.790 < 2e-16 ***
log(RETAIL_COUNT) 0.2906515 0.0001473 1972.850 < 2e-16 ***
log(SCHOOL_COUNT) 0.2173025 0.0006456 336.567 < 2e-16 ***
log(dist) -1.4744253 0.0002576 -5723.404 < 2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for poisson family taken to be 1)
Null deviance: 99139891 on 64943 degrees of freedom
Residual deviance: 39561654 on 64125 degrees of freedom
AIC: 39917354
Number of Fisher Scoring iterations: 7Similar with unconstrained, origin constrained model can not take business count as their attractiveness of the grid as it gives negative estimates. however, both retail count and school count both has coefficient within 0.21-0.3. Therefore, they can be seen as an attractiveness variable of the grid
Destination Constrained Model
decSIM <- glm(formula = TRIPS ~
log(POPULATION_COUNT) +
log(HDB_COUNT) +
log(BUS_N) +
DESTIN_GRID +
log(dist),
family = poisson(link = "log"),
data = flowData,
na.action = na.exclude)
summary(decSIM)
Call:
glm(formula = TRIPS ~ log(POPULATION_COUNT) + log(HDB_COUNT) +
log(BUS_N) + DESTIN_GRID + log(dist), family = poisson(link = "log"),
data = flowData, na.action = na.exclude)
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 16.1280475 0.0506883 318.181 < 2e-16 ***
log(POPULATION_COUNT) -0.0401503 0.0002524 -159.084 < 2e-16 ***
log(HDB_COUNT) 0.4519665 0.0005309 851.393 < 2e-16 ***
log(BUS_N) 0.3821476 0.0005183 737.328 < 2e-16 ***
DESTIN_GRID44 1.1300162 0.0554418 20.382 < 2e-16 ***
DESTIN_GRID46 0.5271094 0.0541150 9.741 < 2e-16 ***
DESTIN_GRID66 -0.6842568 0.0684966 -9.990 < 2e-16 ***
DESTIN_GRID67 0.4014652 0.0524361 7.656 1.91e-14 ***
DESTIN_GRID68 0.3293834 0.0541614 6.082 1.19e-09 ***
DESTIN_GRID86 0.2577004 0.0612286 4.209 2.57e-05 ***
DESTIN_GRID87 -2.5094430 0.0977612 -25.669 < 2e-16 ***
DESTIN_GRID88 -0.2396073 0.0534474 -4.483 7.36e-06 ***
DESTIN_GRID89 0.0914210 0.0544107 1.680 0.092918 .
DESTIN_GRID90 -4.3870812 0.7089176 -6.188 6.08e-10 ***
DESTIN_GRID109 -0.6417460 0.0560552 -11.448 < 2e-16 ***
DESTIN_GRID110 -3.4998445 0.1139337 -30.718 < 2e-16 ***
DESTIN_GRID111 0.2281499 0.0519795 4.389 1.14e-05 ***
DESTIN_GRID112 -1.8387236 0.0601310 -30.579 < 2e-16 ***
DESTIN_GRID128 0.3256098 0.0557161 5.844 5.09e-09 ***
DESTIN_GRID129 -2.8215455 0.1418033 -19.898 < 2e-16 ***
DESTIN_GRID130 -0.5917501 0.0551665 -10.727 < 2e-16 ***
DESTIN_GRID131 -1.0859192 0.0551054 -19.706 < 2e-16 ***
DESTIN_GRID132 -0.0018438 0.0526999 -0.035 0.972090
DESTIN_GRID133 -0.3660386 0.0520829 -7.028 2.10e-12 ***
DESTIN_GRID134 -0.0772216 0.0519064 -1.488 0.136827
DESTIN_GRID150 -0.1944964 0.0566018 -3.436 0.000590 ***
DESTIN_GRID151 -0.8277495 0.0553258 -14.961 < 2e-16 ***
DESTIN_GRID152 0.5638983 0.0525617 10.728 < 2e-16 ***
DESTIN_GRID153 0.3314147 0.0522425 6.344 2.24e-10 ***
DESTIN_GRID154 -1.6713750 0.0575612 -29.036 < 2e-16 ***
DESTIN_GRID155 -0.9278885 0.0539048 -17.213 < 2e-16 ***
DESTIN_GRID156 -0.1629192 0.0543073 -3.000 0.002700 **
DESTIN_GRID172 -2.0103833 0.0665314 -30.217 < 2e-16 ***
DESTIN_GRID174 -0.3352935 0.0526033 -6.374 1.84e-10 ***
DESTIN_GRID175 -0.2955561 0.0516826 -5.719 1.07e-08 ***
DESTIN_GRID176 -1.6304754 0.0572049 -28.502 < 2e-16 ***
DESTIN_GRID195 -1.0661913 0.0586183 -18.189 < 2e-16 ***
DESTIN_GRID196 -0.2141117 0.0515946 -4.150 3.33e-05 ***
DESTIN_GRID197 -3.1082482 0.0908077 -34.229 < 2e-16 ***
DESTIN_GRID215 -0.2744762 0.0583789 -4.702 2.58e-06 ***
DESTIN_GRID216 -0.8441760 0.0528479 -15.974 < 2e-16 ***
DESTIN_GRID217 0.3821055 0.0514271 7.430 1.09e-13 ***
DESTIN_GRID237 -0.7621071 0.0591148 -12.892 < 2e-16 ***
DESTIN_GRID238 -0.3738140 0.0527185 -7.091 1.33e-12 ***
DESTIN_GRID239 -0.7925867 0.0589278 -13.450 < 2e-16 ***
DESTIN_GRID257 -0.2445857 0.0529018 -4.623 3.78e-06 ***
DESTIN_GRID258 -1.0051482 0.0540769 -18.587 < 2e-16 ***
DESTIN_GRID259 0.1513940 0.0519874 2.912 0.003590 **
DESTIN_GRID278 0.2126172 0.0524571 4.053 5.05e-05 ***
DESTIN_GRID279 -0.4177950 0.0522676 -7.993 1.31e-15 ***
DESTIN_GRID280 -0.0495060 0.0520741 -0.951 0.341765
DESTIN_GRID298 -3.0107858 0.1386756 -21.711 < 2e-16 ***
DESTIN_GRID299 -0.1109814 0.0530148 -2.093 0.036313 *
DESTIN_GRID300 -1.0779452 0.0533112 -20.220 < 2e-16 ***
DESTIN_GRID320 0.3982406 0.0524426 7.594 3.11e-14 ***
DESTIN_GRID321 -0.9227125 0.0557345 -16.555 < 2e-16 ***
DESTIN_GRID322 1.0404183 0.0518950 20.049 < 2e-16 ***
DESTIN_GRID340 1.2775646 0.0516851 24.718 < 2e-16 ***
DESTIN_GRID341 0.0980170 0.0520084 1.885 0.059479 .
DESTIN_GRID342 0.5609962 0.0516324 10.865 < 2e-16 ***
DESTIN_GRID363 0.4227929 0.0522559 8.091 5.93e-16 ***
DESTIN_GRID364 1.2199820 0.0511746 23.840 < 2e-16 ***
DESTIN_GRID383 0.4806808 0.0513598 9.359 < 2e-16 ***
DESTIN_GRID384 0.8445949 0.0512698 16.474 < 2e-16 ***
DESTIN_GRID385 0.5009946 0.0526651 9.513 < 2e-16 ***
DESTIN_GRID404 1.0824720 0.0521173 20.770 < 2e-16 ***
DESTIN_GRID405 0.4510758 0.0516303 8.737 < 2e-16 ***
DESTIN_GRID406 0.4095946 0.0508666 8.052 8.12e-16 ***
DESTIN_GRID407 0.8294743 0.0511977 16.201 < 2e-16 ***
DESTIN_GRID408 1.8074749 0.0507962 35.583 < 2e-16 ***
DESTIN_GRID425 -1.1047820 0.0561652 -19.670 < 2e-16 ***
DESTIN_GRID426 -0.1152397 0.0516018 -2.233 0.025532 *
DESTIN_GRID427 -2.5315090 0.0556829 -45.463 < 2e-16 ***
DESTIN_GRID428 -0.2636291 0.0515542 -5.114 3.16e-07 ***
DESTIN_GRID429 -0.5010207 0.0549160 -9.123 < 2e-16 ***
DESTIN_GRID446 -0.1573713 0.0553490 -2.843 0.004466 **
DESTIN_GRID447 -0.8862358 0.0533340 -16.617 < 2e-16 ***
DESTIN_GRID448 -0.4549049 0.0518918 -8.766 < 2e-16 ***
DESTIN_GRID449 -0.2623455 0.0511059 -5.133 2.85e-07 ***
DESTIN_GRID450 -0.7495480 0.0518324 -14.461 < 2e-16 ***
DESTIN_GRID468 -0.1698070 0.0517018 -3.284 0.001022 **
DESTIN_GRID469 -0.7143796 0.0512948 -13.927 < 2e-16 ***
DESTIN_GRID470 -0.3851183 0.0510485 -7.544 4.55e-14 ***
DESTIN_GRID471 -0.4598101 0.0528791 -8.695 < 2e-16 ***
DESTIN_GRID488 -0.7404135 0.0551500 -13.425 < 2e-16 ***
DESTIN_GRID489 -2.4348026 0.0682373 -35.681 < 2e-16 ***
DESTIN_GRID490 -0.1330135 0.0513184 -2.592 0.009544 **
DESTIN_GRID491 -2.1907887 0.0527496 -41.532 < 2e-16 ***
DESTIN_GRID493 -2.9153426 0.0701229 -41.575 < 2e-16 ***
DESTIN_GRID494 -1.0445436 0.0553762 -18.863 < 2e-16 ***
DESTIN_GRID509 -0.7797059 0.0527324 -14.786 < 2e-16 ***
DESTIN_GRID510 -0.0912058 0.0515218 -1.770 0.076688 .
DESTIN_GRID511 -0.5678880 0.0510438 -11.126 < 2e-16 ***
DESTIN_GRID512 -0.6596506 0.0510143 -12.931 < 2e-16 ***
DESTIN_GRID513 0.5674831 0.0511187 11.101 < 2e-16 ***
DESTIN_GRID514 -0.1479323 0.0519254 -2.849 0.004387 **
DESTIN_GRID515 -1.4126724 0.0587902 -24.029 < 2e-16 ***
DESTIN_GRID530 -1.2601949 0.0580352 -21.714 < 2e-16 ***
DESTIN_GRID531 1.0912411 0.0509482 21.419 < 2e-16 ***
DESTIN_GRID532 -0.4549673 0.0513526 -8.860 < 2e-16 ***
DESTIN_GRID533 1.0083503 0.0507107 19.884 < 2e-16 ***
DESTIN_GRID534 -0.5132158 0.0510126 -10.061 < 2e-16 ***
DESTIN_GRID536 -1.1578038 0.0535596 -21.617 < 2e-16 ***
DESTIN_GRID537 -1.7522991 0.0607481 -28.845 < 2e-16 ***
DESTIN_GRID538 -2.1092714 0.0664535 -31.741 < 2e-16 ***
DESTIN_GRID539 -3.2488219 0.2550769 -12.737 < 2e-16 ***
DESTIN_GRID551 -0.5016082 0.0535046 -9.375 < 2e-16 ***
DESTIN_GRID552 1.4001463 0.0516527 27.107 < 2e-16 ***
DESTIN_GRID553 -0.9711830 0.0513189 -18.924 < 2e-16 ***
DESTIN_GRID554 -0.8703607 0.0510522 -17.048 < 2e-16 ***
DESTIN_GRID555 0.1460587 0.0511413 2.856 0.004290 **
DESTIN_GRID559 -1.8143354 0.0734110 -24.715 < 2e-16 ***
DESTIN_GRID560 -0.0670751 0.0531262 -1.263 0.206747
DESTIN_GRID561 -1.9034915 0.0820429 -23.201 < 2e-16 ***
DESTIN_GRID572 -0.4825625 0.0611046 -7.897 2.85e-15 ***
DESTIN_GRID573 0.4339769 0.0515793 8.414 < 2e-16 ***
DESTIN_GRID574 -0.2254592 0.0529103 -4.261 2.03e-05 ***
DESTIN_GRID575 1.6578217 0.0506656 32.721 < 2e-16 ***
DESTIN_GRID576 -0.5658915 0.0509915 -11.098 < 2e-16 ***
DESTIN_GRID578 -4.0062143 0.1099459 -36.438 < 2e-16 ***
DESTIN_GRID582 -2.3368815 0.0796106 -29.354 < 2e-16 ***
DESTIN_GRID583 -3.2951547 0.1894664 -17.392 < 2e-16 ***
DESTIN_GRID584 -0.7282431 0.0613932 -11.862 < 2e-16 ***
DESTIN_GRID593 -1.5967348 0.0564671 -28.277 < 2e-16 ***
DESTIN_GRID594 -0.2396172 0.0523324 -4.579 4.68e-06 ***
DESTIN_GRID595 0.1836620 0.0509451 3.605 0.000312 ***
DESTIN_GRID596 -0.3944385 0.0508661 -7.754 8.87e-15 ***
DESTIN_GRID597 -0.9736786 0.0528514 -18.423 < 2e-16 ***
DESTIN_GRID603 -2.2223015 0.0722270 -30.768 < 2e-16 ***
DESTIN_GRID604 -1.2197202 0.0709914 -17.181 < 2e-16 ***
DESTIN_GRID615 -1.2025363 0.0526335 -22.847 < 2e-16 ***
DESTIN_GRID616 -0.2121888 0.0513484 -4.132 3.59e-05 ***
DESTIN_GRID617 -1.2510313 0.0514083 -24.335 < 2e-16 ***
DESTIN_GRID618 -0.6909360 0.0509961 -13.549 < 2e-16 ***
DESTIN_GRID620 -0.0824086 0.0517190 -1.593 0.111072
DESTIN_GRID637 -0.6725614 0.0517295 -13.002 < 2e-16 ***
DESTIN_GRID638 -0.5940061 0.0509307 -11.663 < 2e-16 ***
DESTIN_GRID657 0.2859004 0.0510903 5.596 2.19e-08 ***
DESTIN_GRID658 -0.3135510 0.0509701 -6.152 7.67e-10 ***
DESTIN_GRID659 -0.3659575 0.0509337 -7.185 6.72e-13 ***
DESTIN_GRID660 0.2356934 0.0507707 4.642 3.45e-06 ***
DESTIN_GRID662 -0.3352475 0.0519197 -6.457 1.07e-10 ***
DESTIN_GRID677 0.2768245 0.0514445 5.381 7.41e-08 ***
DESTIN_GRID678 -1.4282218 0.0524590 -27.226 < 2e-16 ***
DESTIN_GRID679 0.0146685 0.0508514 0.288 0.772997
DESTIN_GRID680 1.5135409 0.0506782 29.866 < 2e-16 ***
DESTIN_GRID681 -1.9715635 0.0536264 -36.765 < 2e-16 ***
DESTIN_GRID699 -0.2714225 0.0513846 -5.282 1.28e-07 ***
DESTIN_GRID700 -0.5000153 0.0510734 -9.790 < 2e-16 ***
DESTIN_GRID701 -2.6258227 0.0542227 -48.427 < 2e-16 ***
DESTIN_GRID702 -0.1063472 0.0508245 -2.092 0.036399 *
DESTIN_GRID704 -0.2649093 0.0517083 -5.123 3.00e-07 ***
DESTIN_GRID722 -0.7260899 0.0513568 -14.138 < 2e-16 ***
DESTIN_GRID725 -2.3695259 0.0569837 -41.583 < 2e-16 ***
DESTIN_GRID741 0.3173667 0.0511091 6.210 5.31e-10 ***
DESTIN_GRID743 -2.9239538 0.0546471 -53.506 < 2e-16 ***
DESTIN_GRID744 -0.0807483 0.0508384 -1.588 0.112211
DESTIN_GRID761 0.4819122 0.0512730 9.399 < 2e-16 ***
DESTIN_GRID762 -1.3485605 0.0523219 -25.774 < 2e-16 ***
DESTIN_GRID763 -2.7348466 0.0543653 -50.305 < 2e-16 ***
DESTIN_GRID764 0.3394331 0.0507429 6.689 2.24e-11 ***
DESTIN_GRID765 -0.3079515 0.0514930 -5.980 2.23e-09 ***
DESTIN_GRID767 -0.3020217 0.0510405 -5.917 3.27e-09 ***
DESTIN_GRID772 -1.5111586 0.0632695 -23.884 < 2e-16 ***
DESTIN_GRID784 -2.5089156 0.0549136 -45.688 < 2e-16 ***
DESTIN_GRID785 -0.6054568 0.0509154 -11.891 < 2e-16 ***
DESTIN_GRID786 -0.4039519 0.0508600 -7.942 1.98e-15 ***
DESTIN_GRID787 -1.0043261 0.0517417 -19.410 < 2e-16 ***
DESTIN_GRID788 -1.9688862 0.0525771 -37.448 < 2e-16 ***
DESTIN_GRID789 -2.0142675 0.0533879 -37.729 < 2e-16 ***
DESTIN_GRID803 -0.6612887 0.0524731 -12.602 < 2e-16 ***
DESTIN_GRID804 -0.0749873 0.0509917 -1.471 0.141405
DESTIN_GRID805 0.9904053 0.0506992 19.535 < 2e-16 ***
DESTIN_GRID806 -0.6985872 0.0509303 -13.717 < 2e-16 ***
DESTIN_GRID807 -0.4591115 0.0510634 -8.991 < 2e-16 ***
DESTIN_GRID808 -1.8565929 0.0535661 -34.660 < 2e-16 ***
DESTIN_GRID809 -0.3245919 0.0508749 -6.380 1.77e-10 ***
DESTIN_GRID810 -0.6594386 0.0512307 -12.872 < 2e-16 ***
DESTIN_GRID814 -0.7068128 0.0541779 -13.046 < 2e-16 ***
DESTIN_GRID824 -0.5363499 0.0523507 -10.245 < 2e-16 ***
DESTIN_GRID826 -0.5064951 0.0509644 -9.938 < 2e-16 ***
DESTIN_GRID827 -0.7044579 0.0510015 -13.813 < 2e-16 ***
DESTIN_GRID828 -0.3500816 0.0508431 -6.886 5.76e-12 ***
DESTIN_GRID829 -0.8292161 0.0511966 -16.197 < 2e-16 ***
DESTIN_GRID830 -1.8578727 0.0521453 -35.629 < 2e-16 ***
DESTIN_GRID831 1.2643751 0.0506815 24.947 < 2e-16 ***
DESTIN_GRID832 1.2703816 0.0507280 25.043 < 2e-16 ***
DESTIN_GRID835 -1.1197482 0.0544564 -20.562 < 2e-16 ***
DESTIN_GRID844 -0.7652154 0.0536758 -14.256 < 2e-16 ***
DESTIN_GRID846 -0.5405650 0.0510783 -10.583 < 2e-16 ***
DESTIN_GRID847 0.2465806 0.0508161 4.852 1.22e-06 ***
DESTIN_GRID848 -0.8557289 0.0510092 -16.776 < 2e-16 ***
DESTIN_GRID849 -1.3324292 0.0512577 -25.995 < 2e-16 ***
DESTIN_GRID850 -0.3736720 0.0508943 -7.342 2.10e-13 ***
DESTIN_GRID851 -0.7936869 0.0509793 -15.569 < 2e-16 ***
DESTIN_GRID852 -0.9299487 0.0512402 -18.149 < 2e-16 ***
DESTIN_GRID853 -0.0898982 0.0512261 -1.755 0.079271 .
DESTIN_GRID854 -0.3903505 0.0524541 -7.442 9.94e-14 ***
DESTIN_GRID855 -1.3425935 0.0542388 -24.753 < 2e-16 ***
DESTIN_GRID856 -1.9238018 0.0591728 -32.512 < 2e-16 ***
DESTIN_GRID866 -0.0791206 0.0515364 -1.535 0.124726
DESTIN_GRID867 0.7380894 0.0508171 14.524 < 2e-16 ***
DESTIN_GRID868 0.3395545 0.0508877 6.673 2.51e-11 ***
DESTIN_GRID869 1.1988813 0.0508489 23.577 < 2e-16 ***
DESTIN_GRID870 0.8243234 0.0506978 16.260 < 2e-16 ***
DESTIN_GRID871 1.0080325 0.0507567 19.860 < 2e-16 ***
DESTIN_GRID872 -0.4001376 0.0509085 -7.860 3.84e-15 ***
DESTIN_GRID873 -0.7482663 0.0511964 -14.616 < 2e-16 ***
DESTIN_GRID874 -2.0084282 0.0522821 -38.415 < 2e-16 ***
DESTIN_GRID875 -1.7682504 0.0572274 -30.899 < 2e-16 ***
DESTIN_GRID876 -1.1320314 0.0537376 -21.066 < 2e-16 ***
DESTIN_GRID877 -0.3946722 0.0524434 -7.526 5.24e-14 ***
DESTIN_GRID887 -0.5818780 0.0513486 -11.332 < 2e-16 ***
DESTIN_GRID888 -1.7840548 0.0523790 -34.061 < 2e-16 ***
DESTIN_GRID889 -0.8657635 0.0521406 -16.604 < 2e-16 ***
DESTIN_GRID890 -0.0939162 0.0508440 -1.847 0.064726 .
DESTIN_GRID891 -1.3635541 0.0527263 -25.861 < 2e-16 ***
DESTIN_GRID893 -0.0394306 0.0508003 -0.776 0.437638
DESTIN_GRID894 -1.6560076 0.0518159 -31.959 < 2e-16 ***
DESTIN_GRID895 -0.5840123 0.0513942 -11.363 < 2e-16 ***
DESTIN_GRID896 -2.4678886 0.0598121 -41.261 < 2e-16 ***
DESTIN_GRID897 -2.5126218 0.0582884 -43.107 < 2e-16 ***
DESTIN_GRID898 -0.6131133 0.0530741 -11.552 < 2e-16 ***
DESTIN_GRID908 0.0163088 0.0516873 0.316 0.752361
DESTIN_GRID909 -0.5123864 0.0509760 -10.052 < 2e-16 ***
DESTIN_GRID910 -1.4923771 0.0518898 -28.761 < 2e-16 ***
DESTIN_GRID911 0.7625761 0.0507655 15.022 < 2e-16 ***
DESTIN_GRID912 -0.9198061 0.0511132 -17.995 < 2e-16 ***
DESTIN_GRID915 -0.5508382 0.0509365 -10.814 < 2e-16 ***
DESTIN_GRID917 0.6136444 0.0509054 12.055 < 2e-16 ***
DESTIN_GRID918 -2.7684634 0.0637283 -43.442 < 2e-16 ***
DESTIN_GRID919 -1.2075816 0.0527015 -22.914 < 2e-16 ***
DESTIN_GRID928 -1.6626338 0.0535426 -31.053 < 2e-16 ***
DESTIN_GRID929 -0.7561934 0.0510980 -14.799 < 2e-16 ***
DESTIN_GRID930 0.4459863 0.0507461 8.789 < 2e-16 ***
DESTIN_GRID931 -0.9142972 0.0516334 -17.707 < 2e-16 ***
DESTIN_GRID932 -2.5286958 0.0559945 -45.160 < 2e-16 ***
DESTIN_GRID933 -0.5389494 0.0511673 -10.533 < 2e-16 ***
DESTIN_GRID934 -0.7707539 0.0511983 -15.054 < 2e-16 ***
DESTIN_GRID935 1.2383760 0.0506784 24.436 < 2e-16 ***
DESTIN_GRID938 -3.9263950 0.1574371 -24.939 < 2e-16 ***
DESTIN_GRID939 1.5591082 0.0507319 30.732 < 2e-16 ***
DESTIN_GRID940 -1.3803083 0.0540703 -25.528 < 2e-16 ***
DESTIN_GRID949 -1.5496382 0.0526081 -29.456 < 2e-16 ***
DESTIN_GRID950 0.5276379 0.0508375 10.379 < 2e-16 ***
DESTIN_GRID951 1.2255850 0.0506872 24.179 < 2e-16 ***
DESTIN_GRID952 0.1998972 0.0511730 3.906 9.37e-05 ***
DESTIN_GRID953 -0.5120149 0.0513425 -9.973 < 2e-16 ***
DESTIN_GRID954 -2.3260274 0.0532568 -43.676 < 2e-16 ***
DESTIN_GRID955 0.4544942 0.0507960 8.947 < 2e-16 ***
DESTIN_GRID956 -1.3299049 0.0514260 -25.861 < 2e-16 ***
DESTIN_GRID957 -0.8533183 0.0513138 -16.629 < 2e-16 ***
DESTIN_GRID959 -0.7725215 0.0540891 -14.282 < 2e-16 ***
DESTIN_GRID961 -0.7087506 0.0519735 -13.637 < 2e-16 ***
DESTIN_GRID962 1.2213283 0.0508481 24.019 < 2e-16 ***
DESTIN_GRID970 -0.4271983 0.0510799 -8.363 < 2e-16 ***
DESTIN_GRID971 -0.0155164 0.0508069 -0.305 0.760062
DESTIN_GRID972 -0.6741300 0.0510848 -13.196 < 2e-16 ***
DESTIN_GRID974 -1.1057609 0.0516408 -21.413 < 2e-16 ***
DESTIN_GRID975 -2.1140518 0.0531346 -39.787 < 2e-16 ***
DESTIN_GRID976 -1.4302388 0.0517148 -27.656 < 2e-16 ***
DESTIN_GRID977 -0.7324807 0.0510120 -14.359 < 2e-16 ***
DESTIN_GRID978 -1.1627145 0.0516967 -22.491 < 2e-16 ***
DESTIN_GRID982 -1.3991927 0.0517678 -27.028 < 2e-16 ***
DESTIN_GRID983 -8.5127639 1.0012816 -8.502 < 2e-16 ***
DESTIN_GRID991 -0.1848525 0.0510548 -3.621 0.000294 ***
DESTIN_GRID992 -0.1048662 0.0509235 -2.059 0.039466 *
DESTIN_GRID993 -1.3592245 0.0514505 -26.418 < 2e-16 ***
DESTIN_GRID994 -1.5703266 0.0519490 -30.228 < 2e-16 ***
DESTIN_GRID995 -0.7129014 0.0512198 -13.918 < 2e-16 ***
DESTIN_GRID996 -1.2693195 0.0518243 -24.493 < 2e-16 ***
DESTIN_GRID997 -0.5203798 0.0521745 -9.974 < 2e-16 ***
DESTIN_GRID998 -0.2506126 0.0509489 -4.919 8.70e-07 ***
DESTIN_GRID999 -1.1913059 0.0515447 -23.112 < 2e-16 ***
DESTIN_GRID1001 -0.6789064 0.0529875 -12.813 < 2e-16 ***
DESTIN_GRID1003 1.0948589 0.0507156 21.588 < 2e-16 ***
DESTIN_GRID1004 0.3941762 0.0508295 7.755 8.84e-15 ***
DESTIN_GRID1011 -0.6272477 0.0519798 -12.067 < 2e-16 ***
DESTIN_GRID1012 0.6660860 0.0510202 13.055 < 2e-16 ***
DESTIN_GRID1013 -0.3026141 0.0510756 -5.925 3.13e-09 ***
DESTIN_GRID1014 -2.2086462 0.0530695 -41.618 < 2e-16 ***
DESTIN_GRID1015 0.4496724 0.0508190 8.849 < 2e-16 ***
DESTIN_GRID1016 0.8258357 0.0507581 16.270 < 2e-16 ***
DESTIN_GRID1018 -1.0551084 0.0520066 -20.288 < 2e-16 ***
DESTIN_GRID1019 -0.2910165 0.0509455 -5.712 1.11e-08 ***
DESTIN_GRID1023 -1.4444118 0.0522163 -27.662 < 2e-16 ***
DESTIN_GRID1024 -0.2236152 0.0509662 -4.388 1.15e-05 ***
DESTIN_GRID1025 -4.5016116 0.0958494 -46.965 < 2e-16 ***
DESTIN_GRID1033 0.1812518 0.0509570 3.557 0.000375 ***
DESTIN_GRID1034 0.3517975 0.0508249 6.922 4.46e-12 ***
DESTIN_GRID1035 0.2262354 0.0508363 4.450 8.58e-06 ***
DESTIN_GRID1036 0.4955188 0.0508079 9.753 < 2e-16 ***
DESTIN_GRID1037 -0.4373038 0.0509892 -8.576 < 2e-16 ***
DESTIN_GRID1043 0.1031800 0.0516716 1.997 0.045842 *
DESTIN_GRID1045 -0.3545264 0.0509285 -6.961 3.37e-12 ***
DESTIN_GRID1046 -0.0382893 0.0509182 -0.752 0.452065
DESTIN_GRID1053 0.5663350 0.0508299 11.142 < 2e-16 ***
DESTIN_GRID1054 0.2413073 0.0508544 4.745 2.08e-06 ***
DESTIN_GRID1055 -0.8144443 0.0512790 -15.883 < 2e-16 ***
DESTIN_GRID1056 -1.3290064 0.0517666 -25.673 < 2e-16 ***
DESTIN_GRID1064 -2.8345193 0.0982677 -28.845 < 2e-16 ***
DESTIN_GRID1066 0.4474010 0.0507697 8.812 < 2e-16 ***
DESTIN_GRID1067 0.5322903 0.0510080 10.435 < 2e-16 ***
DESTIN_GRID1074 -1.5150573 0.0523850 -28.922 < 2e-16 ***
DESTIN_GRID1075 0.0742800 0.0509637 1.458 0.144976
DESTIN_GRID1076 -0.7089872 0.0510829 -13.879 < 2e-16 ***
DESTIN_GRID1077 -1.1078529 0.0515053 -21.509 < 2e-16 ***
DESTIN_GRID1079 -0.0104977 0.0509405 -0.206 0.836731
DESTIN_GRID1085 -1.9299439 0.0712516 -27.086 < 2e-16 ***
DESTIN_GRID1087 -0.3482700 0.0509701 -6.833 8.33e-12 ***
DESTIN_GRID1088 0.2057443 0.0508736 4.044 5.25e-05 ***
DESTIN_GRID1094 -3.5558949 0.0721311 -49.298 < 2e-16 ***
DESTIN_GRID1095 -0.6129288 0.0524754 -11.680 < 2e-16 ***
DESTIN_GRID1096 -0.9650926 0.0526952 -18.315 < 2e-16 ***
DESTIN_GRID1097 0.3175999 0.0507786 6.255 3.99e-10 ***
DESTIN_GRID1098 -2.2120688 0.0549956 -40.223 < 2e-16 ***
DESTIN_GRID1099 -0.7416411 0.0512325 -14.476 < 2e-16 ***
DESTIN_GRID1105 1.0741855 0.0513214 20.931 < 2e-16 ***
DESTIN_GRID1106 -3.6411534 0.1083450 -33.607 < 2e-16 ***
DESTIN_GRID1107 -0.2835896 0.0511303 -5.546 2.92e-08 ***
DESTIN_GRID1108 1.7438127 0.0506642 34.419 < 2e-16 ***
DESTIN_GRID1109 -1.7185431 0.0546817 -31.428 < 2e-16 ***
DESTIN_GRID1116 -0.6772746 0.0513154 -13.198 < 2e-16 ***
DESTIN_GRID1117 -0.2428264 0.0511090 -4.751 2.02e-06 ***
DESTIN_GRID1118 -2.2933155 0.0534817 -42.880 < 2e-16 ***
DESTIN_GRID1119 -1.4430953 0.0516879 -27.919 < 2e-16 ***
DESTIN_GRID1120 -1.6505485 0.0533290 -30.950 < 2e-16 ***
DESTIN_GRID1129 -0.8234632 0.0511713 -16.092 < 2e-16 ***
DESTIN_GRID1130 -0.1695199 0.0508941 -3.331 0.000866 ***
DESTIN_GRID1131 1.3645622 0.0508626 26.828 < 2e-16 ***
DESTIN_GRID1136 0.5896129 0.0508350 11.599 < 2e-16 ***
DESTIN_GRID1138 -1.7036955 0.0533143 -31.956 < 2e-16 ***
DESTIN_GRID1139 -0.8551977 0.0510829 -16.741 < 2e-16 ***
DESTIN_GRID1141 -0.7519456 0.0512285 -14.678 < 2e-16 ***
DESTIN_GRID1148 -1.4795537 0.0582007 -25.422 < 2e-16 ***
DESTIN_GRID1149 -1.2827944 0.0523389 -24.509 < 2e-16 ***
DESTIN_GRID1150 -0.9460392 0.0510357 -18.537 < 2e-16 ***
DESTIN_GRID1151 -0.4369437 0.0510103 -8.566 < 2e-16 ***
DESTIN_GRID1158 -1.5858253 0.0517509 -30.643 < 2e-16 ***
DESTIN_GRID1159 -1.4370843 0.0513956 -27.961 < 2e-16 ***
DESTIN_GRID1160 0.1590327 0.0507819 3.132 0.001738 **
DESTIN_GRID1171 -0.2985497 0.0509301 -5.862 4.57e-09 ***
DESTIN_GRID1172 1.0811689 0.0507006 21.325 < 2e-16 ***
DESTIN_GRID1173 0.5150037 0.0508600 10.126 < 2e-16 ***
DESTIN_GRID1174 -2.3064652 0.0647327 -35.631 < 2e-16 ***
DESTIN_GRID1178 0.7084961 0.0507454 13.962 < 2e-16 ***
DESTIN_GRID1179 -0.3617770 0.0508780 -7.111 1.15e-12 ***
DESTIN_GRID1180 -0.2497328 0.0508387 -4.912 9.00e-07 ***
DESTIN_GRID1181 -1.2456340 0.0513514 -24.257 < 2e-16 ***
DESTIN_GRID1183 0.6016433 0.0508125 11.840 < 2e-16 ***
DESTIN_GRID1190 -1.2566798 0.0567380 -22.149 < 2e-16 ***
DESTIN_GRID1192 -0.0944029 0.0508753 -1.856 0.063514 .
DESTIN_GRID1193 -0.0865216 0.0508813 -1.700 0.089045 .
DESTIN_GRID1194 0.3106471 0.0509611 6.096 1.09e-09 ***
DESTIN_GRID1200 -0.6984314 0.0510919 -13.670 < 2e-16 ***
DESTIN_GRID1201 -0.9630373 0.0511399 -18.831 < 2e-16 ***
DESTIN_GRID1203 -0.7832490 0.0512056 -15.296 < 2e-16 ***
DESTIN_GRID1204 -0.8958678 0.0513543 -17.445 < 2e-16 ***
DESTIN_GRID1211 -4.8617606 0.2720163 -17.873 < 2e-16 ***
DESTIN_GRID1214 -1.1921141 0.0512895 -23.243 < 2e-16 ***
DESTIN_GRID1215 -0.6369077 0.0518543 -12.283 < 2e-16 ***
DESTIN_GRID1216 -0.0784133 0.0515378 -1.521 0.128141
DESTIN_GRID1220 -0.4432420 0.0509724 -8.696 < 2e-16 ***
DESTIN_GRID1221 0.0473403 0.0507858 0.932 0.351256
DESTIN_GRID1222 -1.0790121 0.0520723 -20.721 < 2e-16 ***
DESTIN_GRID1223 -1.3235108 0.0517517 -25.574 < 2e-16 ***
DESTIN_GRID1224 -0.6482884 0.0511960 -12.663 < 2e-16 ***
DESTIN_GRID1231 -2.6512050 0.0760239 -34.873 < 2e-16 ***
DESTIN_GRID1232 -1.0756263 0.0557053 -19.309 < 2e-16 ***
DESTIN_GRID1235 -0.4065150 0.0509493 -7.979 1.48e-15 ***
DESTIN_GRID1236 -0.5117201 0.0512614 -9.983 < 2e-16 ***
DESTIN_GRID1241 -1.6267694 0.0519303 -31.326 < 2e-16 ***
DESTIN_GRID1242 -1.3804494 0.0513686 -26.873 < 2e-16 ***
DESTIN_GRID1243 -0.2360877 0.0508552 -4.642 3.44e-06 ***
DESTIN_GRID1246 -0.9779136 0.0513164 -19.057 < 2e-16 ***
DESTIN_GRID1256 -1.1698375 0.0513186 -22.796 < 2e-16 ***
DESTIN_GRID1257 -0.2324713 0.0509803 -4.560 5.11e-06 ***
DESTIN_GRID1258 0.7682196 0.0508744 15.100 < 2e-16 ***
DESTIN_GRID1262 -1.9890484 0.0523093 -38.025 < 2e-16 ***
DESTIN_GRID1263 0.3601394 0.0507361 7.098 1.26e-12 ***
DESTIN_GRID1264 -0.6071862 0.0511070 -11.881 < 2e-16 ***
DESTIN_GRID1265 -0.5087984 0.0512156 -9.934 < 2e-16 ***
DESTIN_GRID1266 -0.2284343 0.0510479 -4.475 7.64e-06 ***
DESTIN_GRID1267 -1.8407919 0.0533254 -34.520 < 2e-16 ***
DESTIN_GRID1272 -4.5387187 0.1164185 -38.986 < 2e-16 ***
DESTIN_GRID1273 0.1067818 0.0510857 2.090 0.036596 *
DESTIN_GRID1277 0.2151316 0.0508029 4.235 2.29e-05 ***
DESTIN_GRID1278 -0.1948522 0.0509686 -3.823 0.000132 ***
DESTIN_GRID1283 0.8134739 0.0507339 16.034 < 2e-16 ***
DESTIN_GRID1284 0.3143877 0.0507614 6.193 5.89e-10 ***
DESTIN_GRID1285 -0.1282174 0.0508155 -2.523 0.011629 *
DESTIN_GRID1286 -0.9168124 0.0514727 -17.812 < 2e-16 ***
DESTIN_GRID1289 -3.1665109 0.0627081 -50.496 < 2e-16 ***
DESTIN_GRID1293 -4.1547744 0.0906312 -45.843 < 2e-16 ***
DESTIN_GRID1294 -0.2403335 0.0513263 -4.682 2.83e-06 ***
DESTIN_GRID1295 -2.4273604 0.0560396 -43.315 < 2e-16 ***
DESTIN_GRID1298 -0.6699378 0.0510658 -13.119 < 2e-16 ***
DESTIN_GRID1299 -0.7531963 0.0513287 -14.674 < 2e-16 ***
DESTIN_GRID1304 -0.2498145 0.0509290 -4.905 9.34e-07 ***
DESTIN_GRID1305 -0.1348257 0.0507914 -2.654 0.007943 **
DESTIN_GRID1307 -1.3154382 0.0536445 -24.521 < 2e-16 ***
DESTIN_GRID1308 -0.0528840 0.0509120 -1.039 0.298929
DESTIN_GRID1310 -5.1045599 0.1720215 -29.674 < 2e-16 ***
DESTIN_GRID1316 -1.7950323 0.0529391 -33.908 < 2e-16 ***
DESTIN_GRID1317 -1.9873215 0.0523779 -37.942 < 2e-16 ***
DESTIN_GRID1318 -2.2719757 0.0532397 -42.675 < 2e-16 ***
DESTIN_GRID1319 0.6766546 0.0507365 13.337 < 2e-16 ***
DESTIN_GRID1320 -1.4608587 0.0522358 -27.967 < 2e-16 ***
DESTIN_GRID1324 -0.4336775 0.0532178 -8.149 3.67e-16 ***
DESTIN_GRID1325 -2.0695095 0.0525826 -39.357 < 2e-16 ***
DESTIN_GRID1326 -0.5717669 0.0509170 -11.229 < 2e-16 ***
DESTIN_GRID1327 -0.3719337 0.0508823 -7.310 2.68e-13 ***
DESTIN_GRID1328 -0.5102652 0.0510351 -9.998 < 2e-16 ***
DESTIN_GRID1329 -0.4809300 0.0513872 -9.359 < 2e-16 ***
DESTIN_GRID1330 0.7979740 0.0508753 15.685 < 2e-16 ***
DESTIN_GRID1331 -5.8862588 0.2720166 -21.639 < 2e-16 ***
DESTIN_GRID1333 -1.8850890 0.0530511 -35.533 < 2e-16 ***
DESTIN_GRID1334 -1.3583548 0.0522514 -25.997 < 2e-16 ***
DESTIN_GRID1335 0.5542006 0.0509135 10.885 < 2e-16 ***
DESTIN_GRID1336 -2.8245684 0.0683350 -41.334 < 2e-16 ***
DESTIN_GRID1337 -3.1940809 0.0606774 -52.640 < 2e-16 ***
DESTIN_GRID1338 -3.2161581 0.0580549 -55.399 < 2e-16 ***
DESTIN_GRID1339 0.4500173 0.0507602 8.866 < 2e-16 ***
DESTIN_GRID1340 -1.0309876 0.0514064 -20.056 < 2e-16 ***
DESTIN_GRID1341 -4.7347881 0.1068371 -44.318 < 2e-16 ***
DESTIN_GRID1346 -0.4028917 0.0510992 -7.884 3.16e-15 ***
DESTIN_GRID1347 0.4824446 0.0507492 9.506 < 2e-16 ***
DESTIN_GRID1348 -0.7761053 0.0510415 -15.205 < 2e-16 ***
DESTIN_GRID1349 0.2923257 0.0508803 5.745 9.17e-09 ***
DESTIN_GRID1350 -0.9384983 0.0523540 -17.926 < 2e-16 ***
DESTIN_GRID1353 -0.4225901 0.0509909 -8.288 < 2e-16 ***
DESTIN_GRID1354 -1.2898937 0.0516044 -24.996 < 2e-16 ***
DESTIN_GRID1355 -1.3323654 0.0517949 -25.724 < 2e-16 ***
DESTIN_GRID1357 -1.9062814 0.0540502 -35.269 < 2e-16 ***
DESTIN_GRID1358 0.4741207 0.0507619 9.340 < 2e-16 ***
DESTIN_GRID1359 -0.6049453 0.0509885 -11.864 < 2e-16 ***
DESTIN_GRID1360 -0.9316358 0.0510974 -18.233 < 2e-16 ***
DESTIN_GRID1361 -0.8248646 0.0513792 -16.054 < 2e-16 ***
DESTIN_GRID1362 -2.2334919 0.0575822 -38.788 < 2e-16 ***
DESTIN_GRID1368 -1.4231074 0.0513349 -27.722 < 2e-16 ***
DESTIN_GRID1369 -1.3516774 0.0513080 -26.344 < 2e-16 ***
DESTIN_GRID1370 0.4758909 0.0507517 9.377 < 2e-16 ***
DESTIN_GRID1371 -0.3252565 0.0511223 -6.362 1.99e-10 ***
DESTIN_GRID1372 -0.4505995 0.0510814 -8.821 < 2e-16 ***
DESTIN_GRID1373 -3.4835969 0.0611290 -56.988 < 2e-16 ***
DESTIN_GRID1374 -2.1435400 0.0525493 -40.791 < 2e-16 ***
DESTIN_GRID1375 -0.2428639 0.0511123 -4.752 2.02e-06 ***
DESTIN_GRID1376 -1.8824816 0.0531602 -35.411 < 2e-16 ***
DESTIN_GRID1379 -4.5418182 0.0853320 -53.225 < 2e-16 ***
DESTIN_GRID1380 1.0818712 0.0506904 21.343 < 2e-16 ***
DESTIN_GRID1381 1.4359701 0.0506766 28.336 < 2e-16 ***
DESTIN_GRID1382 0.4738981 0.0508145 9.326 < 2e-16 ***
DESTIN_GRID1383 -2.0997547 0.0540434 -38.853 < 2e-16 ***
DESTIN_GRID1388 -0.7077035 0.0510157 -13.872 < 2e-16 ***
DESTIN_GRID1389 -1.0331680 0.0511121 -20.214 < 2e-16 ***
DESTIN_GRID1390 -0.6362473 0.0510350 -12.467 < 2e-16 ***
DESTIN_GRID1391 0.4096949 0.0508335 8.060 7.66e-16 ***
DESTIN_GRID1392 0.3169683 0.0518402 6.114 9.70e-10 ***
DESTIN_GRID1393 -0.9981314 0.0512598 -19.472 < 2e-16 ***
DESTIN_GRID1394 -0.7635750 0.0509945 -14.974 < 2e-16 ***
DESTIN_GRID1395 -1.0233370 0.0511182 -20.019 < 2e-16 ***
DESTIN_GRID1396 -0.1552514 0.0508751 -3.052 0.002276 **
DESTIN_GRID1397 -0.9848950 0.0511990 -19.237 < 2e-16 ***
DESTIN_GRID1398 -1.4753432 0.0526235 -28.036 < 2e-16 ***
DESTIN_GRID1400 -1.3943847 0.0517204 -26.960 < 2e-16 ***
DESTIN_GRID1401 0.3105096 0.0507312 6.121 9.32e-10 ***
DESTIN_GRID1402 -0.3370386 0.0508938 -6.622 3.53e-11 ***
DESTIN_GRID1404 -1.1819651 0.0552118 -21.408 < 2e-16 ***
DESTIN_GRID1410 0.2393244 0.0507707 4.714 2.43e-06 ***
DESTIN_GRID1411 -0.6569019 0.0510735 -12.862 < 2e-16 ***
DESTIN_GRID1412 0.2082557 0.0507927 4.100 4.13e-05 ***
DESTIN_GRID1413 -0.4294575 0.0510154 -8.418 < 2e-16 ***
DESTIN_GRID1414 -0.6064676 0.0509574 -11.901 < 2e-16 ***
DESTIN_GRID1415 -0.3221599 0.0509026 -6.329 2.47e-10 ***
DESTIN_GRID1416 -0.7287674 0.0510753 -14.268 < 2e-16 ***
DESTIN_GRID1417 -0.5228800 0.0508963 -10.273 < 2e-16 ***
DESTIN_GRID1418 -0.4628553 0.0509215 -9.090 < 2e-16 ***
DESTIN_GRID1419 -0.8167439 0.0511528 -15.967 < 2e-16 ***
DESTIN_GRID1422 -0.6074155 0.0509756 -11.916 < 2e-16 ***
DESTIN_GRID1423 -0.0984184 0.0508654 -1.935 0.053005 .
DESTIN_GRID1430 0.0230323 0.0508661 0.453 0.650691
DESTIN_GRID1431 0.4284494 0.0507524 8.442 < 2e-16 ***
DESTIN_GRID1432 0.0691237 0.0507904 1.361 0.173526
DESTIN_GRID1433 -0.4394279 0.0514555 -8.540 < 2e-16 ***
DESTIN_GRID1434 0.3330044 0.0507788 6.558 5.46e-11 ***
DESTIN_GRID1435 -0.2256142 0.0508309 -4.439 9.06e-06 ***
DESTIN_GRID1436 -1.6864823 0.0517035 -32.618 < 2e-16 ***
DESTIN_GRID1437 -0.7871897 0.0509889 -15.438 < 2e-16 ***
DESTIN_GRID1438 -0.1770684 0.0507900 -3.486 0.000490 ***
DESTIN_GRID1439 0.5781808 0.0507353 11.396 < 2e-16 ***
DESTIN_GRID1440 0.0113753 0.0509918 0.223 0.823473
DESTIN_GRID1442 -2.4315350 0.0534658 -45.478 < 2e-16 ***
DESTIN_GRID1443 -0.4302290 0.0509313 -8.447 < 2e-16 ***
DESTIN_GRID1444 0.3486388 0.0509467 6.843 7.74e-12 ***
DESTIN_GRID1452 0.6628306 0.0507259 13.067 < 2e-16 ***
DESTIN_GRID1453 -0.1387827 0.0508659 -2.728 0.006364 **
DESTIN_GRID1454 -1.2198325 0.0518608 -23.521 < 2e-16 ***
DESTIN_GRID1455 -0.4936329 0.0510996 -9.660 < 2e-16 ***
DESTIN_GRID1456 -0.4025597 0.0509284 -7.904 2.69e-15 ***
DESTIN_GRID1457 0.2450721 0.0508101 4.823 1.41e-06 ***
DESTIN_GRID1458 1.0316337 0.0506852 20.354 < 2e-16 ***
DESTIN_GRID1459 -1.4469844 0.0512433 -28.238 < 2e-16 ***
DESTIN_GRID1460 -0.1475254 0.0508042 -2.904 0.003687 **
DESTIN_GRID1461 -0.3177670 0.0510376 -6.226 4.78e-10 ***
DESTIN_GRID1464 -0.7311136 0.0510614 -14.318 < 2e-16 ***
DESTIN_GRID1465 -1.2648188 0.0516800 -24.474 < 2e-16 ***
DESTIN_GRID1472 -0.3975160 0.0511264 -7.775 7.54e-15 ***
DESTIN_GRID1473 0.5383766 0.0507531 10.608 < 2e-16 ***
DESTIN_GRID1474 0.3857731 0.0507402 7.603 2.90e-14 ***
DESTIN_GRID1475 0.0181371 0.0508121 0.357 0.721133
DESTIN_GRID1476 -0.8417415 0.0510897 -16.476 < 2e-16 ***
DESTIN_GRID1477 1.0187125 0.0506784 20.102 < 2e-16 ***
DESTIN_GRID1478 -0.5387648 0.0508682 -10.591 < 2e-16 ***
DESTIN_GRID1479 -1.3139576 0.0511299 -25.698 < 2e-16 ***
DESTIN_GRID1480 0.9391332 0.0506841 18.529 < 2e-16 ***
DESTIN_GRID1481 -0.6001229 0.0510417 -11.757 < 2e-16 ***
DESTIN_GRID1482 0.5868397 0.0508496 11.541 < 2e-16 ***
DESTIN_GRID1485 -1.7310622 0.0521150 -33.216 < 2e-16 ***
DESTIN_GRID1494 0.3319596 0.0508022 6.534 6.39e-11 ***
DESTIN_GRID1495 -0.5185035 0.0509382 -10.179 < 2e-16 ***
DESTIN_GRID1496 0.3931597 0.0507402 7.748 9.30e-15 ***
DESTIN_GRID1497 -0.9129828 0.0511506 -17.849 < 2e-16 ***
DESTIN_GRID1498 -0.6955154 0.0509872 -13.641 < 2e-16 ***
DESTIN_GRID1499 -0.2728195 0.0507997 -5.370 7.85e-08 ***
DESTIN_GRID1500 -0.8931274 0.0512477 -17.428 < 2e-16 ***
DESTIN_GRID1501 0.0229062 0.0507680 0.451 0.651850
DESTIN_GRID1502 0.0563144 0.0507904 1.109 0.267534
DESTIN_GRID1506 -3.7361413 0.0824730 -45.301 < 2e-16 ***
DESTIN_GRID1514 -6.7333997 0.7089177 -9.498 < 2e-16 ***
DESTIN_GRID1515 -0.7448391 0.0522489 -14.256 < 2e-16 ***
DESTIN_GRID1516 0.4306240 0.0507417 8.487 < 2e-16 ***
DESTIN_GRID1517 -0.4564392 0.0510248 -8.945 < 2e-16 ***
DESTIN_GRID1518 -1.1908721 0.0512423 -23.240 < 2e-16 ***
DESTIN_GRID1519 -0.6930211 0.0511839 -13.540 < 2e-16 ***
DESTIN_GRID1520 -0.5337685 0.0508785 -10.491 < 2e-16 ***
DESTIN_GRID1521 -1.1484982 0.0511555 -22.451 < 2e-16 ***
DESTIN_GRID1522 -0.2866338 0.0508509 -5.637 1.73e-08 ***
DESTIN_GRID1523 1.0730679 0.0507802 21.132 < 2e-16 ***
DESTIN_GRID1524 -1.2211872 0.0519138 -23.523 < 2e-16 ***
DESTIN_GRID1527 -3.1418640 0.0597969 -52.542 < 2e-16 ***
DESTIN_GRID1535 -2.0862056 0.0767235 -27.191 < 2e-16 ***
DESTIN_GRID1536 -2.0369148 0.0563823 -36.127 < 2e-16 ***
DESTIN_GRID1537 -0.1314960 0.0509601 -2.580 0.009869 **
DESTIN_GRID1538 -0.2687192 0.0508670 -5.283 1.27e-07 ***
DESTIN_GRID1539 -0.2843971 0.0508200 -5.596 2.19e-08 ***
DESTIN_GRID1540 -0.8610708 0.0509646 -16.895 < 2e-16 ***
DESTIN_GRID1541 -0.0078243 0.0510228 -0.153 0.878122
DESTIN_GRID1542 -1.0302405 0.0514080 -20.040 < 2e-16 ***
DESTIN_GRID1543 -1.0639526 0.0571770 -18.608 < 2e-16 ***
DESTIN_GRID1544 -0.9870081 0.0513936 -19.205 < 2e-16 ***
DESTIN_GRID1547 -1.3694860 0.0528824 -25.897 < 2e-16 ***
DESTIN_GRID1556 -2.8039400 0.0861317 -32.554 < 2e-16 ***
DESTIN_GRID1557 -1.4620219 0.0533648 -27.397 < 2e-16 ***
DESTIN_GRID1558 -0.0645931 0.0520763 -1.240 0.214844
DESTIN_GRID1559 0.2480967 0.0507611 4.888 1.02e-06 ***
DESTIN_GRID1560 0.2137348 0.0507558 4.211 2.54e-05 ***
DESTIN_GRID1561 -0.4490311 0.0510502 -8.796 < 2e-16 ***
DESTIN_GRID1562 -2.6727024 0.0531764 -50.261 < 2e-16 ***
DESTIN_GRID1563 -1.6217663 0.0514393 -31.528 < 2e-16 ***
DESTIN_GRID1564 -1.2095159 0.0512814 -23.586 < 2e-16 ***
DESTIN_GRID1565 -0.5509057 0.0510057 -10.801 < 2e-16 ***
DESTIN_GRID1566 -2.1062402 0.0532138 -39.581 < 2e-16 ***
DESTIN_GRID1567 -1.7013099 0.0535533 -31.769 < 2e-16 ***
DESTIN_GRID1568 -0.7493894 0.0518762 -14.446 < 2e-16 ***
DESTIN_GRID1578 -2.0386212 0.1064718 -19.147 < 2e-16 ***
DESTIN_GRID1580 -2.5923628 0.0559740 -46.314 < 2e-16 ***
DESTIN_GRID1581 -0.1200460 0.0508311 -2.362 0.018193 *
DESTIN_GRID1582 0.0363093 0.0507675 0.715 0.474482
DESTIN_GRID1583 -1.3713752 0.0543250 -25.244 < 2e-16 ***
DESTIN_GRID1584 -1.5333380 0.0519904 -29.493 < 2e-16 ***
DESTIN_GRID1585 -0.9119770 0.0511863 -17.817 < 2e-16 ***
DESTIN_GRID1586 -0.3598500 0.0509031 -7.069 1.56e-12 ***
DESTIN_GRID1589 -1.4837691 0.0522837 -28.379 < 2e-16 ***
DESTIN_GRID1590 -0.9534137 0.0523224 -18.222 < 2e-16 ***
DESTIN_GRID1600 -0.5959481 0.0525057 -11.350 < 2e-16 ***
DESTIN_GRID1601 -1.0933043 0.0511101 -21.391 < 2e-16 ***
DESTIN_GRID1602 -0.5719310 0.0510275 -11.208 < 2e-16 ***
DESTIN_GRID1603 0.4902894 0.0507638 9.658 < 2e-16 ***
DESTIN_GRID1604 -1.7942362 0.0516847 -34.715 < 2e-16 ***
DESTIN_GRID1605 -0.6274954 0.0509197 -12.323 < 2e-16 ***
DESTIN_GRID1606 -1.2238907 0.0522305 -23.433 < 2e-16 ***
DESTIN_GRID1607 -0.0157958 0.0507916 -0.311 0.755807
DESTIN_GRID1608 -0.6415666 0.0510067 -12.578 < 2e-16 ***
DESTIN_GRID1609 0.0600160 0.0508627 1.180 0.238016
DESTIN_GRID1610 -1.9107786 0.0567498 -33.670 < 2e-16 ***
DESTIN_GRID1622 0.1510164 0.0516843 2.922 0.003479 **
DESTIN_GRID1623 0.0041011 0.0507866 0.081 0.935639
DESTIN_GRID1624 0.4764189 0.0507583 9.386 < 2e-16 ***
DESTIN_GRID1625 -0.2764463 0.0509128 -5.430 5.64e-08 ***
DESTIN_GRID1626 1.4085563 0.0506716 27.798 < 2e-16 ***
DESTIN_GRID1627 -1.6674997 0.0513750 -32.457 < 2e-16 ***
DESTIN_GRID1628 0.4217461 0.0507374 8.312 < 2e-16 ***
DESTIN_GRID1629 -2.3615854 0.0527265 -44.789 < 2e-16 ***
DESTIN_GRID1630 -1.6711367 0.0518517 -32.229 < 2e-16 ***
DESTIN_GRID1631 -1.9580239 0.0534185 -36.654 < 2e-16 ***
DESTIN_GRID1642 -2.4240180 0.0592123 -40.938 < 2e-16 ***
DESTIN_GRID1643 -0.4994191 0.0509319 -9.806 < 2e-16 ***
DESTIN_GRID1644 -0.4600640 0.0511363 -8.997 < 2e-16 ***
DESTIN_GRID1645 -0.6578934 0.0509888 -12.903 < 2e-16 ***
DESTIN_GRID1646 -0.3657985 0.0511847 -7.147 8.89e-13 ***
DESTIN_GRID1647 -0.9512212 0.0509796 -18.659 < 2e-16 ***
DESTIN_GRID1648 -0.8173138 0.0509226 -16.050 < 2e-16 ***
DESTIN_GRID1649 -0.1786877 0.0507849 -3.519 0.000434 ***
DESTIN_GRID1650 -0.8119205 0.0511151 -15.884 < 2e-16 ***
DESTIN_GRID1664 -4.1115281 0.1139341 -36.087 < 2e-16 ***
DESTIN_GRID1665 0.0710414 0.0507744 1.399 0.161766
DESTIN_GRID1666 0.0998003 0.0507708 1.966 0.049333 *
DESTIN_GRID1667 -0.9160132 0.0526160 -17.409 < 2e-16 ***
DESTIN_GRID1668 -0.9214915 0.0510431 -18.053 < 2e-16 ***
DESTIN_GRID1670 -0.2981448 0.0508027 -5.869 4.39e-09 ***
DESTIN_GRID1671 -0.9045256 0.0516882 -17.500 < 2e-16 ***
DESTIN_GRID1672 -1.6331814 0.0519809 -31.419 < 2e-16 ***
DESTIN_GRID1684 -0.0941957 0.0513649 -1.834 0.066676 .
DESTIN_GRID1685 -1.1527339 0.0513479 -22.450 < 2e-16 ***
DESTIN_GRID1686 -0.4930035 0.0509103 -9.684 < 2e-16 ***
DESTIN_GRID1687 -0.2220116 0.0510422 -4.350 1.36e-05 ***
DESTIN_GRID1688 -0.9268014 0.0510594 -18.151 < 2e-16 ***
DESTIN_GRID1689 -1.6064365 0.0515643 -31.154 < 2e-16 ***
DESTIN_GRID1690 -2.1565648 0.0521944 -41.318 < 2e-16 ***
DESTIN_GRID1691 -0.2170144 0.0507946 -4.272 1.93e-05 ***
DESTIN_GRID1692 -2.2061065 0.0525110 -42.012 < 2e-16 ***
DESTIN_GRID1706 -0.5580652 0.0511666 -10.907 < 2e-16 ***
DESTIN_GRID1707 -1.3664858 0.0512388 -26.669 < 2e-16 ***
DESTIN_GRID1708 -0.7961232 0.0509949 -15.612 < 2e-16 ***
DESTIN_GRID1709 -0.0947206 0.0508225 -1.864 0.062357 .
DESTIN_GRID1710 -0.1485735 0.0508544 -2.922 0.003483 **
DESTIN_GRID1711 0.5191052 0.0507327 10.232 < 2e-16 ***
DESTIN_GRID1712 -0.3233263 0.0507894 -6.366 1.94e-10 ***
DESTIN_GRID1713 -2.8353755 0.0529278 -53.571 < 2e-16 ***
DESTIN_GRID1714 -1.2162616 0.0512711 -23.722 < 2e-16 ***
DESTIN_GRID1727 -0.0641392 0.0509010 -1.260 0.207641
DESTIN_GRID1728 -0.1368724 0.0508088 -2.694 0.007063 **
DESTIN_GRID1729 0.0084971 0.0507889 0.167 0.867132
DESTIN_GRID1730 -1.0106261 0.0513084 -19.697 < 2e-16 ***
DESTIN_GRID1731 0.0879216 0.0508021 1.731 0.083511 .
DESTIN_GRID1732 -0.5148955 0.0508293 -10.130 < 2e-16 ***
DESTIN_GRID1733 -1.6382880 0.0512314 -31.978 < 2e-16 ***
DESTIN_GRID1734 -0.4036332 0.0508313 -7.941 2.01e-15 ***
DESTIN_GRID1735 -0.9764798 0.0523989 -18.635 < 2e-16 ***
DESTIN_GRID1748 -1.0152080 0.0513844 -19.757 < 2e-16 ***
DESTIN_GRID1749 0.1418523 0.0507668 2.794 0.005203 **
DESTIN_GRID1750 -0.0359413 0.0507885 -0.708 0.479153
DESTIN_GRID1751 -0.4987197 0.0509942 -9.780 < 2e-16 ***
DESTIN_GRID1753 -0.1102021 0.0508055 -2.169 0.030075 *
DESTIN_GRID1754 0.8612260 0.0506835 16.992 < 2e-16 ***
DESTIN_GRID1755 0.1451602 0.0507332 2.861 0.004220 **
DESTIN_GRID1756 -0.7916407 0.0509119 -15.549 < 2e-16 ***
DESTIN_GRID1757 -2.3374699 0.0552910 -42.276 < 2e-16 ***
DESTIN_GRID1769 -0.3473529 0.0509633 -6.816 9.38e-12 ***
DESTIN_GRID1770 -0.8333442 0.0510360 -16.329 < 2e-16 ***
DESTIN_GRID1771 0.0482799 0.0508487 0.949 0.342376
DESTIN_GRID1772 0.8360732 0.0510736 16.370 < 2e-16 ***
DESTIN_GRID1774 -1.0244719 0.0510535 -20.067 < 2e-16 ***
DESTIN_GRID1775 -1.5021370 0.0511735 -29.354 < 2e-16 ***
DESTIN_GRID1776 0.7470407 0.0506882 14.738 < 2e-16 ***
DESTIN_GRID1777 -1.0049137 0.0510784 -19.674 < 2e-16 ***
DESTIN_GRID1778 -1.8019335 0.0546960 -32.945 < 2e-16 ***
DESTIN_GRID1790 0.2320297 0.0508530 4.563 5.05e-06 ***
DESTIN_GRID1791 -0.2152637 0.0509204 -4.227 2.36e-05 ***
DESTIN_GRID1792 -0.2157539 0.0510611 -4.225 2.39e-05 ***
DESTIN_GRID1793 -0.3129472 0.0509249 -6.145 7.98e-10 ***
DESTIN_GRID1794 1.0825242 0.0511437 21.166 < 2e-16 ***
DESTIN_GRID1795 -2.6904546 0.0548273 -49.071 < 2e-16 ***
DESTIN_GRID1796 -0.4925640 0.0508817 -9.681 < 2e-16 ***
DESTIN_GRID1797 -0.7932210 0.0508898 -15.587 < 2e-16 ***
DESTIN_GRID1798 -0.5615685 0.0508669 -11.040 < 2e-16 ***
DESTIN_GRID1799 -1.2456020 0.0513496 -24.257 < 2e-16 ***
DESTIN_GRID1800 -2.8421314 0.0722298 -39.348 < 2e-16 ***
DESTIN_GRID1811 -0.6865401 0.0511718 -13.416 < 2e-16 ***
DESTIN_GRID1812 0.5707020 0.0507213 11.252 < 2e-16 ***
DESTIN_GRID1813 0.6524597 0.0507172 12.865 < 2e-16 ***
DESTIN_GRID1817 -2.0808168 0.0520193 -40.001 < 2e-16 ***
DESTIN_GRID1818 -0.9049719 0.0509316 -17.768 < 2e-16 ***
DESTIN_GRID1819 0.8765284 0.0506894 17.292 < 2e-16 ***
DESTIN_GRID1820 -3.3421281 0.0669358 -49.930 < 2e-16 ***
DESTIN_GRID1832 0.6761064 0.0507767 13.315 < 2e-16 ***
DESTIN_GRID1833 -0.7776347 0.0510788 -15.224 < 2e-16 ***
DESTIN_GRID1834 -0.9322440 0.0510326 -18.268 < 2e-16 ***
DESTIN_GRID1835 -0.9130768 0.0511546 -17.849 < 2e-16 ***
DESTIN_GRID1837 -0.9531664 0.0523934 -18.193 < 2e-16 ***
DESTIN_GRID1839 -2.0593900 0.0520374 -39.575 < 2e-16 ***
DESTIN_GRID1840 0.5693093 0.0507105 11.227 < 2e-16 ***
DESTIN_GRID1841 -2.5137894 0.0558317 -45.024 < 2e-16 ***
DESTIN_GRID1842 -0.7376637 0.0526814 -14.002 < 2e-16 ***
DESTIN_GRID1853 -0.3775115 0.0509270 -7.413 1.24e-13 ***
DESTIN_GRID1854 -0.0763852 0.0508567 -1.502 0.133105
DESTIN_GRID1855 0.1316927 0.0508095 2.592 0.009545 **
DESTIN_GRID1858 0.0336917 0.0512714 0.657 0.511101
DESTIN_GRID1860 -1.4271967 0.0538235 -26.516 < 2e-16 ***
DESTIN_GRID1861 -0.5951655 0.0509419 -11.683 < 2e-16 ***
DESTIN_GRID1874 -0.6180888 0.0514611 -12.011 < 2e-16 ***
DESTIN_GRID1875 -2.3606922 0.0545415 -43.282 < 2e-16 ***
DESTIN_GRID1876 -0.9538637 0.0549746 -17.351 < 2e-16 ***
DESTIN_GRID1877 -0.1081194 0.0508413 -2.127 0.033453 *
DESTIN_GRID1880 -0.9077717 0.0524775 -17.298 < 2e-16 ***
DESTIN_GRID1882 -0.6762730 0.0509858 -13.264 < 2e-16 ***
DESTIN_GRID1883 -1.8716176 0.0539362 -34.701 < 2e-16 ***
DESTIN_GRID1895 0.0057958 0.0508634 0.114 0.909279
DESTIN_GRID1896 -0.9188714 0.0511813 -17.953 < 2e-16 ***
DESTIN_GRID1897 -1.6655537 0.0518837 -32.102 < 2e-16 ***
DESTIN_GRID1898 -2.1932770 0.0564870 -38.828 < 2e-16 ***
DESTIN_GRID1901 -1.4781877 0.0544471 -27.149 < 2e-16 ***
DESTIN_GRID1903 -2.0588701 0.0532935 -38.633 < 2e-16 ***
DESTIN_GRID1917 -1.0323396 0.0513916 -20.088 < 2e-16 ***
DESTIN_GRID1918 0.2643555 0.0509885 5.185 2.16e-07 ***
DESTIN_GRID1919 0.1137331 0.0508137 2.238 0.025206 *
DESTIN_GRID1922 -0.3042082 0.0516904 -5.885 3.98e-09 ***
DESTIN_GRID1924 -2.4250845 0.0543751 -44.599 < 2e-16 ***
DESTIN_GRID1937 -0.5522189 0.0511559 -10.795 < 2e-16 ***
DESTIN_GRID1938 0.2455942 0.0508036 4.834 1.34e-06 ***
DESTIN_GRID1939 -0.8700359 0.0512433 -16.979 < 2e-16 ***
DESTIN_GRID1942 -1.5012435 0.0539718 -27.815 < 2e-16 ***
DESTIN_GRID1959 -0.9741424 0.0514579 -18.931 < 2e-16 ***
DESTIN_GRID1960 1.2994803 0.0506734 25.644 < 2e-16 ***
DESTIN_GRID1961 -1.3069394 0.0514963 -25.379 < 2e-16 ***
DESTIN_GRID1962 -0.5300094 0.0509557 -10.401 < 2e-16 ***
DESTIN_GRID1964 0.2127766 0.0517713 4.110 3.96e-05 ***
DESTIN_GRID1979 -0.5673822 0.0512651 -11.068 < 2e-16 ***
DESTIN_GRID1980 -0.6811010 0.0510411 -13.344 < 2e-16 ***
DESTIN_GRID1981 -0.7363251 0.0510895 -14.412 < 2e-16 ***
DESTIN_GRID1982 -0.3946837 0.0510984 -7.724 1.13e-14 ***
DESTIN_GRID1983 -0.5952609 0.0509636 -11.680 < 2e-16 ***
DESTIN_GRID1984 -0.5398424 0.0509849 -10.588 < 2e-16 ***
DESTIN_GRID1985 -0.3797623 0.0509364 -7.456 8.95e-14 ***
DESTIN_GRID2001 -0.5801261 0.0510282 -11.369 < 2e-16 ***
DESTIN_GRID2002 -0.4048567 0.0508574 -7.961 1.71e-15 ***
DESTIN_GRID2003 0.0208175 0.0507926 0.410 0.681914
DESTIN_GRID2004 0.2794976 0.0507749 5.505 3.70e-08 ***
DESTIN_GRID2005 -0.8185150 0.0510115 -16.046 < 2e-16 ***
DESTIN_GRID2006 0.1848928 0.0508208 3.638 0.000275 ***
DESTIN_GRID2007 -3.1689069 0.0587862 -53.906 < 2e-16 ***
DESTIN_GRID2022 0.0622678 0.0510144 1.221 0.222240
DESTIN_GRID2023 -0.0384067 0.0508165 -0.756 0.449774
DESTIN_GRID2024 0.1241412 0.0507607 2.446 0.014460 *
DESTIN_GRID2025 -0.9942381 0.0510189 -19.488 < 2e-16 ***
DESTIN_GRID2026 -1.7922000 0.0519222 -34.517 < 2e-16 ***
DESTIN_GRID2027 0.1692518 0.0507969 3.332 0.000862 ***
DESTIN_GRID2043 -1.4277171 0.0518418 -27.540 < 2e-16 ***
DESTIN_GRID2044 -0.4745060 0.0509316 -9.317 < 2e-16 ***
DESTIN_GRID2045 -1.2786799 0.0519464 -24.615 < 2e-16 ***
DESTIN_GRID2046 0.1810527 0.0507386 3.568 0.000359 ***
DESTIN_GRID2047 -1.5874397 0.0514159 -30.874 < 2e-16 ***
DESTIN_GRID2048 -1.4274484 0.0513171 -27.816 < 2e-16 ***
DESTIN_GRID2049 -3.1816270 0.0578220 -55.025 < 2e-16 ***
DESTIN_GRID2064 -0.5736052 0.0510850 -11.228 < 2e-16 ***
DESTIN_GRID2065 -0.8002347 0.0510995 -15.660 < 2e-16 ***
DESTIN_GRID2066 -3.1011571 0.0601352 -51.570 < 2e-16 ***
DESTIN_GRID2067 1.5246589 0.0506629 30.094 < 2e-16 ***
DESTIN_GRID2068 -1.5694965 0.0522963 -30.012 < 2e-16 ***
DESTIN_GRID2069 -1.1577303 0.0512766 -22.578 < 2e-16 ***
DESTIN_GRID2085 -0.5303123 0.0511378 -10.370 < 2e-16 ***
DESTIN_GRID2086 0.6844265 0.0507433 13.488 < 2e-16 ***
DESTIN_GRID2087 0.3226783 0.0507655 6.356 2.07e-10 ***
DESTIN_GRID2088 -0.8045279 0.0509195 -15.800 < 2e-16 ***
DESTIN_GRID2089 -1.2923720 0.0513781 -25.154 < 2e-16 ***
DESTIN_GRID2090 1.2562588 0.0506781 24.789 < 2e-16 ***
DESTIN_GRID2091 -3.9807585 0.0848187 -46.933 < 2e-16 ***
DESTIN_GRID2105 -0.8571976 0.0823629 -10.408 < 2e-16 ***
DESTIN_GRID2106 -2.0039396 0.0528266 -37.934 < 2e-16 ***
DESTIN_GRID2107 0.6949137 0.0507402 13.696 < 2e-16 ***
DESTIN_GRID2108 0.1564907 0.0508148 3.080 0.002073 **
DESTIN_GRID2109 -1.1390208 0.0510279 -22.322 < 2e-16 ***
DESTIN_GRID2110 -1.7851636 0.0519247 -34.380 < 2e-16 ***
DESTIN_GRID2111 -2.9310814 0.0606381 -48.337 < 2e-16 ***
DESTIN_GRID2128 -0.1057821 0.0512722 -2.063 0.039099 *
DESTIN_GRID2129 -0.6426167 0.0515732 -12.460 < 2e-16 ***
DESTIN_GRID2130 -0.7096769 0.0508898 -13.945 < 2e-16 ***
DESTIN_GRID2131 -0.7266613 0.0510853 -14.224 < 2e-16 ***
DESTIN_GRID2132 -1.0675604 0.0511529 -20.870 < 2e-16 ***
DESTIN_GRID2148 -1.0044962 0.0527070 -19.058 < 2e-16 ***
DESTIN_GRID2149 -1.2505788 0.0517857 -24.149 < 2e-16 ***
DESTIN_GRID2150 -1.0288972 0.0512639 -20.071 < 2e-16 ***
DESTIN_GRID2151 0.6457428 0.0507042 12.735 < 2e-16 ***
DESTIN_GRID2152 -0.3471995 0.0508619 -6.826 8.71e-12 ***
DESTIN_GRID2153 -1.5528615 0.0518372 -29.956 < 2e-16 ***
DESTIN_GRID2171 -0.1398429 0.0509006 -2.747 0.006007 **
DESTIN_GRID2172 -1.7569770 0.0517918 -33.924 < 2e-16 ***
DESTIN_GRID2173 -1.3164647 0.0511372 -25.744 < 2e-16 ***
DESTIN_GRID2174 -0.5943302 0.0510308 -11.646 < 2e-16 ***
DESTIN_GRID2191 0.1717206 0.0511368 3.358 0.000785 ***
DESTIN_GRID2192 -1.2229387 0.0517626 -23.626 < 2e-16 ***
DESTIN_GRID2193 -0.5768233 0.0509995 -11.310 < 2e-16 ***
DESTIN_GRID2194 -0.5606658 0.0509279 -11.009 < 2e-16 ***
DESTIN_GRID2195 -1.8332079 0.0622774 -29.436 < 2e-16 ***
DESTIN_GRID2212 0.4895504 0.0521849 9.381 < 2e-16 ***
DESTIN_GRID2213 -0.1393092 0.0512503 -2.718 0.006564 **
DESTIN_GRID2214 0.5663606 0.0510892 11.086 < 2e-16 ***
DESTIN_GRID2215 -1.3182511 0.0514934 -25.600 < 2e-16 ***
DESTIN_GRID2216 -0.4289322 0.0509679 -8.416 < 2e-16 ***
DESTIN_GRID2233 0.4648855 0.0515195 9.023 < 2e-16 ***
DESTIN_GRID2234 0.8619913 0.0512570 16.817 < 2e-16 ***
DESTIN_GRID2235 -0.2044371 0.0513651 -3.980 6.89e-05 ***
DESTIN_GRID2236 -1.9035653 0.0524316 -36.306 < 2e-16 ***
DESTIN_GRID2237 -0.4729766 0.0518599 -9.120 < 2e-16 ***
DESTIN_GRID2256 -0.0769034 0.0520121 -1.479 0.139256
DESTIN_GRID2257 -2.5230920 0.0571973 -44.112 < 2e-16 ***
DESTIN_GRID2258 -0.6327819 0.0511401 -12.374 < 2e-16 ***
DESTIN_GRID2259 0.3300157 0.0516248 6.393 1.63e-10 ***
DESTIN_GRID2277 -1.2225921 0.0567952 -21.526 < 2e-16 ***
DESTIN_GRID2278 -1.2276200 0.0532282 -23.063 < 2e-16 ***
DESTIN_GRID2279 -0.5279264 0.0511665 -10.318 < 2e-16 ***
DESTIN_GRID2280 -1.8674216 0.0597101 -31.275 < 2e-16 ***
DESTIN_GRID2297 -1.4549722 0.0540112 -26.938 < 2e-16 ***
DESTIN_GRID2300 -1.4627431 0.0546349 -26.773 < 2e-16 ***
DESTIN_GRID2301 -0.8189493 0.0515750 -15.879 < 2e-16 ***
DESTIN_GRID2318 0.9133240 0.0509278 17.934 < 2e-16 ***
DESTIN_GRID2319 0.9851445 0.0508717 19.365 < 2e-16 ***
DESTIN_GRID2322 -0.3934579 0.0514531 -7.647 2.06e-14 ***
DESTIN_GRID2337 0.7739947 0.0528617 14.642 < 2e-16 ***
DESTIN_GRID2341 1.1693595 0.0508646 22.990 < 2e-16 ***
DESTIN_GRID2343 -1.3219768 0.0522766 -25.288 < 2e-16 ***
DESTIN_GRID2361 -0.0715311 0.0514526 -1.390 0.164458
DESTIN_GRID2364 -2.4187042 0.0592939 -40.792 < 2e-16 ***
DESTIN_GRID2379 0.0166484 0.0561287 0.297 0.766763
DESTIN_GRID2384 0.6162874 0.0510426 12.074 < 2e-16 ***
DESTIN_GRID2405 1.2842428 0.0508317 25.265 < 2e-16 ***
DESTIN_GRID2406 -1.7949477 0.0560030 -32.051 < 2e-16 ***
DESTIN_GRID2426 0.6732921 0.0517687 13.006 < 2e-16 ***
DESTIN_GRID2427 0.8693396 0.0510457 17.031 < 2e-16 ***
DESTIN_GRID2505 1.2802866 0.0537703 23.810 < 2e-16 ***
log(dist) -1.4719759 0.0002627 -5602.398 < 2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for poisson family taken to be 1)
Null deviance: 99139891 on 64943 degrees of freedom
Residual deviance: 35323733 on 64123 degrees of freedom
AIC: 35679437
Number of Fisher Scoring iterations: 8On destination constrained model, the propulsiveness variables that were used are all significant. However, the population count are having negative estimates. While, HDB count and Bus N which is number of bus stop count have estimates within 0.38 - 0.46.
Doubly Constrained Model
Here are the Double Constrained Model built.
dbcSIM <- glm(formula = TRIPS ~
ORIGIN_GRID +
DESTIN_GRID +
log(dist),
family = poisson(link = "log"),
data = flowData,
na.action = na.exclude)
summary(dbcSIM)
Call:
glm(formula = TRIPS ~ ORIGIN_GRID + DESTIN_GRID + log(dist),
family = poisson(link = "log"), data = flowData, na.action = na.exclude)
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 1.481e+01 1.392e-01 106.404 < 2e-16 ***
ORIGIN_GRID44 1.906e+00 1.924e-01 9.909 < 2e-16 ***
ORIGIN_GRID46 -4.730e-01 1.603e-01 -2.950 0.003173 **
ORIGIN_GRID66 8.543e-01 1.844e-01 4.634 3.59e-06 ***
ORIGIN_GRID67 1.744e+00 1.321e-01 13.201 < 2e-16 ***
ORIGIN_GRID68 -7.866e-01 1.793e-01 -4.387 1.15e-05 ***
ORIGIN_GRID86 -4.030e-01 1.516e-01 -2.658 0.007867 **
ORIGIN_GRID87 3.529e+00 1.499e-01 23.545 < 2e-16 ***
ORIGIN_GRID88 2.540e+00 1.308e-01 19.415 < 2e-16 ***
ORIGIN_GRID89 2.504e-01 1.391e-01 1.800 0.071859 .
ORIGIN_GRID90 1.086e+00 1.804e-01 6.021 1.73e-09 ***
ORIGIN_GRID109 6.778e-01 1.581e-01 4.287 1.81e-05 ***
ORIGIN_GRID110 6.435e-01 1.520e-01 4.233 2.30e-05 ***
ORIGIN_GRID111 4.074e+00 1.304e-01 31.238 < 2e-16 ***
ORIGIN_GRID112 1.722e-01 1.470e-01 1.172 0.241352
ORIGIN_GRID128 3.378e+00 1.329e-01 25.428 < 2e-16 ***
ORIGIN_GRID129 4.832e-01 2.220e-01 2.177 0.029495 *
ORIGIN_GRID130 1.426e+00 1.406e-01 10.143 < 2e-16 ***
ORIGIN_GRID131 1.146e+00 1.338e-01 8.562 < 2e-16 ***
ORIGIN_GRID132 2.329e-01 1.405e-01 1.658 0.097289 .
ORIGIN_GRID133 1.191e+00 1.362e-01 8.749 < 2e-16 ***
ORIGIN_GRID134 4.343e+00 1.328e-01 32.693 < 2e-16 ***
ORIGIN_GRID150 4.384e+00 1.314e-01 33.371 < 2e-16 ***
ORIGIN_GRID151 7.876e-01 1.466e-01 5.374 7.72e-08 ***
ORIGIN_GRID152 2.747e-01 1.542e-01 1.781 0.074906 .
ORIGIN_GRID153 1.629e+00 1.367e-01 11.912 < 2e-16 ***
ORIGIN_GRID154 4.298e+00 1.300e-01 33.070 < 2e-16 ***
ORIGIN_GRID155 1.225e+00 1.345e-01 9.104 < 2e-16 ***
ORIGIN_GRID156 2.225e+00 1.371e-01 16.234 < 2e-16 ***
ORIGIN_GRID172 2.478e+00 1.450e-01 17.085 < 2e-16 ***
ORIGIN_GRID174 1.163e+00 1.382e-01 8.417 < 2e-16 ***
ORIGIN_GRID175 3.923e+00 1.302e-01 30.118 < 2e-16 ***
ORIGIN_GRID176 5.029e+00 1.298e-01 38.727 < 2e-16 ***
ORIGIN_GRID195 1.515e-01 1.522e-01 0.996 0.319405
ORIGIN_GRID196 1.132e+00 1.356e-01 8.346 < 2e-16 ***
ORIGIN_GRID197 7.195e-02 1.873e-01 0.384 0.700863
ORIGIN_GRID215 1.752e+00 1.564e-01 11.202 < 2e-16 ***
ORIGIN_GRID216 5.386e+00 1.300e-01 41.438 < 2e-16 ***
ORIGIN_GRID217 2.502e+00 1.316e-01 19.012 < 2e-16 ***
ORIGIN_GRID237 -1.086e-01 2.133e-01 -0.509 0.610531
ORIGIN_GRID238 9.579e-01 1.493e-01 6.414 1.42e-10 ***
ORIGIN_GRID239 1.177e+00 1.942e-01 6.057 1.39e-09 ***
ORIGIN_GRID257 2.909e-01 1.425e-01 2.042 0.041188 *
ORIGIN_GRID258 2.264e+00 1.330e-01 17.022 < 2e-16 ***
ORIGIN_GRID259 1.602e+00 1.360e-01 11.775 < 2e-16 ***
ORIGIN_GRID278 1.847e+00 1.349e-01 13.696 < 2e-16 ***
ORIGIN_GRID279 6.110e-01 1.375e-01 4.445 8.79e-06 ***
ORIGIN_GRID280 1.125e+00 1.385e-01 8.124 4.51e-16 ***
ORIGIN_GRID298 -3.176e+00 3.998e-01 -7.943 1.97e-15 ***
ORIGIN_GRID299 3.454e-01 1.411e-01 2.449 0.014338 *
ORIGIN_GRID300 4.258e+00 1.302e-01 32.711 < 2e-16 ***
ORIGIN_GRID320 -1.380e-01 1.392e-01 -0.991 0.321483
ORIGIN_GRID321 1.058e+00 1.500e-01 7.055 1.72e-12 ***
ORIGIN_GRID322 2.166e+00 1.360e-01 15.928 < 2e-16 ***
ORIGIN_GRID340 1.795e+00 1.329e-01 13.509 < 2e-16 ***
ORIGIN_GRID341 1.765e-01 1.377e-01 1.282 0.199907
ORIGIN_GRID342 2.070e+00 1.360e-01 15.217 < 2e-16 ***
ORIGIN_GRID363 1.716e+00 1.355e-01 12.665 < 2e-16 ***
ORIGIN_GRID364 2.251e+00 1.327e-01 16.971 < 2e-16 ***
ORIGIN_GRID383 1.275e+00 1.336e-01 9.544 < 2e-16 ***
ORIGIN_GRID384 4.695e-01 1.391e-01 3.375 0.000737 ***
ORIGIN_GRID385 1.694e+00 1.381e-01 12.263 < 2e-16 ***
ORIGIN_GRID404 2.285e+00 1.333e-01 17.147 < 2e-16 ***
ORIGIN_GRID405 5.962e-01 1.406e-01 4.242 2.22e-05 ***
ORIGIN_GRID406 6.137e+00 1.299e-01 47.249 < 2e-16 ***
ORIGIN_GRID407 2.368e+00 1.357e-01 17.447 < 2e-16 ***
ORIGIN_GRID408 3.078e+00 1.314e-01 23.415 < 2e-16 ***
ORIGIN_GRID425 -5.785e-01 1.657e-01 -3.491 0.000481 ***
ORIGIN_GRID426 1.555e+00 1.334e-01 11.657 < 2e-16 ***
ORIGIN_GRID427 9.338e-01 1.368e-01 6.825 8.76e-12 ***
ORIGIN_GRID428 1.143e+00 1.498e-01 7.629 2.37e-14 ***
ORIGIN_GRID429 2.564e+00 1.311e-01 19.559 < 2e-16 ***
ORIGIN_GRID446 1.430e+00 1.431e-01 9.996 < 2e-16 ***
ORIGIN_GRID447 7.230e-01 1.363e-01 5.306 1.12e-07 ***
ORIGIN_GRID448 1.963e+00 1.327e-01 14.793 < 2e-16 ***
ORIGIN_GRID449 5.310e+00 1.300e-01 40.829 < 2e-16 ***
ORIGIN_GRID450 2.276e+00 1.311e-01 17.362 < 2e-16 ***
ORIGIN_GRID468 1.954e+00 1.335e-01 14.634 < 2e-16 ***
ORIGIN_GRID469 3.215e+00 1.308e-01 24.583 < 2e-16 ***
ORIGIN_GRID470 5.280e+00 1.300e-01 40.622 < 2e-16 ***
ORIGIN_GRID471 3.245e+00 1.308e-01 24.818 < 2e-16 ***
ORIGIN_GRID488 8.760e-01 1.414e-01 6.196 5.80e-10 ***
ORIGIN_GRID489 -8.889e-01 2.080e-01 -4.274 1.92e-05 ***
ORIGIN_GRID490 3.725e+00 1.305e-01 28.550 < 2e-16 ***
ORIGIN_GRID491 4.234e+00 1.301e-01 32.539 < 2e-16 ***
ORIGIN_GRID493 -1.305e+00 2.241e-01 -5.822 5.83e-09 ***
ORIGIN_GRID494 1.144e+00 1.460e-01 7.840 4.52e-15 ***
ORIGIN_GRID509 7.444e-01 1.351e-01 5.511 3.57e-08 ***
ORIGIN_GRID510 1.579e+00 1.324e-01 11.922 < 2e-16 ***
ORIGIN_GRID511 3.159e+00 1.304e-01 24.229 < 2e-16 ***
ORIGIN_GRID512 5.863e+00 1.299e-01 45.123 < 2e-16 ***
ORIGIN_GRID513 2.346e+00 1.322e-01 17.745 < 2e-16 ***
ORIGIN_GRID514 2.147e+00 1.357e-01 15.822 < 2e-16 ***
ORIGIN_GRID515 4.229e-01 2.005e-01 2.109 0.034976 *
ORIGIN_GRID530 -1.137e-01 1.570e-01 -0.724 0.468881
ORIGIN_GRID531 2.140e+00 1.314e-01 16.286 < 2e-16 ***
ORIGIN_GRID532 1.506e+00 1.324e-01 11.374 < 2e-16 ***
ORIGIN_GRID533 5.622e+00 1.299e-01 43.272 < 2e-16 ***
ORIGIN_GRID534 6.177e+00 1.299e-01 47.536 < 2e-16 ***
ORIGIN_GRID536 2.794e+00 1.325e-01 21.086 < 2e-16 ***
ORIGIN_GRID537 8.856e-01 1.805e-01 4.907 9.27e-07 ***
ORIGIN_GRID538 7.229e-01 2.497e-01 2.895 0.003787 **
ORIGIN_GRID539 2.345e-01 1.009e+00 0.232 0.816198
ORIGIN_GRID551 -7.397e-02 1.404e-01 -0.527 0.598296
ORIGIN_GRID552 2.368e+00 1.350e-01 17.536 < 2e-16 ***
ORIGIN_GRID553 1.983e+00 1.311e-01 15.132 < 2e-16 ***
ORIGIN_GRID554 5.484e+00 1.299e-01 42.201 < 2e-16 ***
ORIGIN_GRID555 4.831e+00 1.301e-01 37.135 < 2e-16 ***
ORIGIN_GRID559 1.281e+00 1.655e-01 7.739 1.00e-14 ***
ORIGIN_GRID560 3.787e+00 1.377e-01 27.501 < 2e-16 ***
ORIGIN_GRID561 -1.328e+00 1.010e+00 -1.315 0.188403
ORIGIN_GRID572 -2.273e+00 5.169e-01 -4.397 1.10e-05 ***
ORIGIN_GRID573 4.431e-01 1.367e-01 3.241 0.001193 **
ORIGIN_GRID574 1.856e+00 1.350e-01 13.746 < 2e-16 ***
ORIGIN_GRID575 6.594e+00 1.299e-01 50.759 < 2e-16 ***
ORIGIN_GRID576 5.101e+00 1.300e-01 39.238 < 2e-16 ***
ORIGIN_GRID578 3.068e-01 1.646e-01 1.864 0.062323 .
ORIGIN_GRID582 7.246e-01 1.674e-01 4.327 1.51e-05 ***
ORIGIN_GRID583 7.406e-01 4.284e-01 1.729 0.083862 .
ORIGIN_GRID584 4.217e+00 1.404e-01 30.046 < 2e-16 ***
ORIGIN_GRID593 1.543e+00 1.390e-01 11.095 < 2e-16 ***
ORIGIN_GRID594 1.586e+00 1.324e-01 11.981 < 2e-16 ***
ORIGIN_GRID595 1.838e+00 1.313e-01 14.000 < 2e-16 ***
ORIGIN_GRID596 4.865e+00 1.300e-01 37.431 < 2e-16 ***
ORIGIN_GRID597 2.134e+00 1.421e-01 15.012 < 2e-16 ***
ORIGIN_GRID603 1.327e+00 1.713e-01 7.745 9.53e-15 ***
ORIGIN_GRID604 1.612e+00 2.385e-01 6.761 1.37e-11 ***
ORIGIN_GRID615 1.716e-01 1.383e-01 1.240 0.214837
ORIGIN_GRID616 1.285e+00 1.337e-01 9.613 < 2e-16 ***
ORIGIN_GRID617 2.184e+00 1.312e-01 16.649 < 2e-16 ***
ORIGIN_GRID618 5.549e+00 1.300e-01 42.699 < 2e-16 ***
ORIGIN_GRID620 2.684e+00 1.334e-01 20.115 < 2e-16 ***
ORIGIN_GRID637 1.036e+00 1.365e-01 7.588 3.26e-14 ***
ORIGIN_GRID638 4.984e+00 1.300e-01 38.345 < 2e-16 ***
ORIGIN_GRID657 2.843e+00 1.310e-01 21.702 < 2e-16 ***
ORIGIN_GRID658 4.330e+00 1.301e-01 33.296 < 2e-16 ***
ORIGIN_GRID659 4.534e+00 1.300e-01 34.875 < 2e-16 ***
ORIGIN_GRID660 5.701e+00 1.299e-01 43.870 < 2e-16 ***
ORIGIN_GRID662 5.677e+00 1.301e-01 43.629 < 2e-16 ***
ORIGIN_GRID677 2.728e+00 1.319e-01 20.681 < 2e-16 ***
ORIGIN_GRID678 5.184e-01 1.384e-01 3.745 0.000181 ***
ORIGIN_GRID679 5.572e+00 1.300e-01 42.876 < 2e-16 ***
ORIGIN_GRID680 5.811e+00 1.300e-01 44.717 < 2e-16 ***
ORIGIN_GRID681 4.515e+00 1.302e-01 34.683 < 2e-16 ***
ORIGIN_GRID699 2.258e+00 1.319e-01 17.123 < 2e-16 ***
ORIGIN_GRID700 4.515e+00 1.300e-01 34.721 < 2e-16 ***
ORIGIN_GRID701 4.432e+00 1.300e-01 34.080 < 2e-16 ***
ORIGIN_GRID702 5.501e+00 1.300e-01 42.332 < 2e-16 ***
ORIGIN_GRID704 2.566e+00 1.339e-01 19.162 < 2e-16 ***
ORIGIN_GRID722 2.256e+00 1.312e-01 17.195 < 2e-16 ***
ORIGIN_GRID725 2.065e+00 1.361e-01 15.175 < 2e-16 ***
ORIGIN_GRID741 2.783e+00 1.310e-01 21.247 < 2e-16 ***
ORIGIN_GRID743 3.002e+00 1.305e-01 23.003 < 2e-16 ***
ORIGIN_GRID744 5.095e+00 1.300e-01 39.198 < 2e-16 ***
ORIGIN_GRID761 2.324e+00 1.329e-01 17.487 < 2e-16 ***
ORIGIN_GRID762 4.306e+00 1.301e-01 33.091 < 2e-16 ***
ORIGIN_GRID763 1.525e+00 1.327e-01 11.487 < 2e-16 ***
ORIGIN_GRID764 5.598e+00 1.299e-01 43.081 < 2e-16 ***
ORIGIN_GRID765 4.809e+00 1.302e-01 36.943 < 2e-16 ***
ORIGIN_GRID767 6.642e+00 1.300e-01 51.107 < 2e-16 ***
ORIGIN_GRID772 1.276e+00 1.511e-01 8.441 < 2e-16 ***
ORIGIN_GRID784 1.372e+00 1.326e-01 10.342 < 2e-16 ***
ORIGIN_GRID785 4.690e+00 1.300e-01 36.081 < 2e-16 ***
ORIGIN_GRID786 4.374e+00 1.300e-01 33.633 < 2e-16 ***
ORIGIN_GRID787 4.972e+00 1.301e-01 38.214 < 2e-16 ***
ORIGIN_GRID788 5.835e+00 1.300e-01 44.875 < 2e-16 ***
ORIGIN_GRID789 4.281e+00 1.303e-01 32.845 < 2e-16 ***
ORIGIN_GRID803 5.129e-01 1.405e-01 3.651 0.000261 ***
ORIGIN_GRID804 5.352e+00 1.300e-01 41.174 < 2e-16 ***
ORIGIN_GRID805 5.323e+00 1.300e-01 40.960 < 2e-16 ***
ORIGIN_GRID806 5.035e+00 1.300e-01 38.737 < 2e-16 ***
ORIGIN_GRID807 6.035e+00 1.300e-01 46.432 < 2e-16 ***
ORIGIN_GRID808 4.263e+00 1.304e-01 32.700 < 2e-16 ***
ORIGIN_GRID809 6.031e+00 1.300e-01 46.411 < 2e-16 ***
ORIGIN_GRID810 5.248e+00 1.300e-01 40.360 < 2e-16 ***
ORIGIN_GRID814 3.139e+00 1.328e-01 23.646 < 2e-16 ***
ORIGIN_GRID824 1.485e+00 1.355e-01 10.958 < 2e-16 ***
ORIGIN_GRID826 2.983e+00 1.303e-01 22.891 < 2e-16 ***
ORIGIN_GRID827 4.978e+00 1.300e-01 38.304 < 2e-16 ***
ORIGIN_GRID828 5.382e+00 1.300e-01 41.411 < 2e-16 ***
ORIGIN_GRID829 5.439e+00 1.300e-01 41.845 < 2e-16 ***
ORIGIN_GRID830 5.655e+00 1.300e-01 43.495 < 2e-16 ***
ORIGIN_GRID831 6.560e+00 1.299e-01 50.487 < 2e-16 ***
ORIGIN_GRID832 5.715e+00 1.301e-01 43.936 < 2e-16 ***
ORIGIN_GRID835 2.974e+00 1.332e-01 22.331 < 2e-16 ***
ORIGIN_GRID844 4.785e-01 1.499e-01 3.191 0.001416 **
ORIGIN_GRID846 4.415e+00 1.300e-01 33.961 < 2e-16 ***
ORIGIN_GRID847 3.510e+00 1.302e-01 26.953 < 2e-16 ***
ORIGIN_GRID848 4.743e+00 1.300e-01 36.487 < 2e-16 ***
ORIGIN_GRID849 3.980e+00 1.301e-01 30.584 < 2e-16 ***
ORIGIN_GRID850 4.892e+00 1.300e-01 37.622 < 2e-16 ***
ORIGIN_GRID851 5.449e+00 1.300e-01 41.925 < 2e-16 ***
ORIGIN_GRID852 4.980e+00 1.301e-01 38.289 < 2e-16 ***
ORIGIN_GRID853 6.964e+00 1.300e-01 53.578 < 2e-16 ***
ORIGIN_GRID854 3.189e+00 1.324e-01 24.086 < 2e-16 ***
ORIGIN_GRID855 1.776e+00 1.372e-01 12.944 < 2e-16 ***
ORIGIN_GRID856 3.477e+00 1.313e-01 26.488 < 2e-16 ***
ORIGIN_GRID866 2.308e+00 1.327e-01 17.387 < 2e-16 ***
ORIGIN_GRID867 3.188e+00 1.304e-01 24.436 < 2e-16 ***
ORIGIN_GRID868 2.466e+00 1.312e-01 18.800 < 2e-16 ***
ORIGIN_GRID869 5.043e+00 1.301e-01 38.780 < 2e-16 ***
ORIGIN_GRID870 5.931e+00 1.299e-01 45.644 < 2e-16 ***
ORIGIN_GRID871 5.779e+00 1.300e-01 44.442 < 2e-16 ***
ORIGIN_GRID872 3.643e+00 1.304e-01 27.945 < 2e-16 ***
ORIGIN_GRID873 3.874e+00 1.303e-01 29.737 < 2e-16 ***
ORIGIN_GRID874 4.148e+00 1.302e-01 31.872 < 2e-16 ***
ORIGIN_GRID875 1.059e+00 1.459e-01 7.259 3.89e-13 ***
ORIGIN_GRID876 2.154e+00 1.336e-01 16.117 < 2e-16 ***
ORIGIN_GRID877 1.727e+00 1.359e-01 12.707 < 2e-16 ***
ORIGIN_GRID887 2.649e+00 1.306e-01 20.284 < 2e-16 ***
ORIGIN_GRID888 4.147e+00 1.301e-01 31.881 < 2e-16 ***
ORIGIN_GRID889 1.035e+00 1.337e-01 7.742 9.79e-15 ***
ORIGIN_GRID890 5.351e+00 1.300e-01 41.178 < 2e-16 ***
ORIGIN_GRID891 4.065e+00 1.304e-01 31.175 < 2e-16 ***
ORIGIN_GRID893 5.490e+00 1.300e-01 42.238 < 2e-16 ***
ORIGIN_GRID894 3.687e+00 1.303e-01 28.292 < 2e-16 ***
ORIGIN_GRID895 3.207e+00 1.308e-01 24.522 < 2e-16 ***
ORIGIN_GRID896 1.961e+00 1.332e-01 14.727 < 2e-16 ***
ORIGIN_GRID897 2.702e-01 1.437e-01 1.880 0.060152 .
ORIGIN_GRID898 2.457e+00 1.336e-01 18.385 < 2e-16 ***
ORIGIN_GRID908 4.120e+00 1.305e-01 31.583 < 2e-16 ***
ORIGIN_GRID909 4.134e+00 1.300e-01 31.795 < 2e-16 ***
ORIGIN_GRID910 2.163e+00 1.309e-01 16.521 < 2e-16 ***
ORIGIN_GRID911 3.556e+00 1.302e-01 27.309 < 2e-16 ***
ORIGIN_GRID912 5.105e+00 1.300e-01 39.276 < 2e-16 ***
ORIGIN_GRID915 5.395e+00 1.300e-01 41.504 < 2e-16 ***
ORIGIN_GRID917 4.876e+00 1.301e-01 37.478 < 2e-16 ***
ORIGIN_GRID918 1.121e+00 1.356e-01 8.264 < 2e-16 ***
ORIGIN_GRID919 4.070e+00 1.302e-01 31.249 < 2e-16 ***
ORIGIN_GRID928 3.066e+00 1.306e-01 23.483 < 2e-16 ***
ORIGIN_GRID929 4.520e+00 1.300e-01 34.774 < 2e-16 ***
ORIGIN_GRID930 5.387e+00 1.299e-01 41.459 < 2e-16 ***
ORIGIN_GRID931 2.318e+00 1.310e-01 17.693 < 2e-16 ***
ORIGIN_GRID932 2.757e+00 1.311e-01 21.026 < 2e-16 ***
ORIGIN_GRID933 4.961e+00 1.300e-01 38.156 < 2e-16 ***
ORIGIN_GRID934 2.326e+00 1.313e-01 17.709 < 2e-16 ***
ORIGIN_GRID935 6.277e+00 1.299e-01 48.310 < 2e-16 ***
ORIGIN_GRID938 -1.578e+00 2.818e-01 -5.601 2.13e-08 ***
ORIGIN_GRID939 6.378e+00 1.300e-01 49.076 < 2e-16 ***
ORIGIN_GRID940 4.808e-01 1.481e-01 3.246 0.001169 **
ORIGIN_GRID949 2.807e+00 1.306e-01 21.503 < 2e-16 ***
ORIGIN_GRID950 4.989e+00 1.300e-01 38.380 < 2e-16 ***
ORIGIN_GRID951 5.839e+00 1.299e-01 44.940 < 2e-16 ***
ORIGIN_GRID952 2.545e+00 1.315e-01 19.362 < 2e-16 ***
ORIGIN_GRID953 3.723e+00 1.302e-01 28.582 < 2e-16 ***
ORIGIN_GRID954 2.551e+00 1.310e-01 19.478 < 2e-16 ***
ORIGIN_GRID955 4.840e+00 1.300e-01 37.221 < 2e-16 ***
ORIGIN_GRID956 3.231e+00 1.304e-01 24.779 < 2e-16 ***
ORIGIN_GRID957 5.393e+00 1.300e-01 41.478 < 2e-16 ***
ORIGIN_GRID959 1.429e+00 1.387e-01 10.309 < 2e-16 ***
ORIGIN_GRID961 1.390e+00 1.334e-01 10.423 < 2e-16 ***
ORIGIN_GRID962 1.022e+00 1.840e-01 5.556 2.76e-08 ***
ORIGIN_GRID970 3.332e+00 1.301e-01 25.601 < 2e-16 ***
ORIGIN_GRID971 4.707e+00 1.300e-01 36.215 < 2e-16 ***
ORIGIN_GRID972 4.595e+00 1.300e-01 35.353 < 2e-16 ***
ORIGIN_GRID974 4.229e+00 1.301e-01 32.506 < 2e-16 ***
ORIGIN_GRID975 3.875e+00 1.302e-01 29.764 < 2e-16 ***
ORIGIN_GRID976 2.570e+00 1.309e-01 19.628 < 2e-16 ***
ORIGIN_GRID977 5.760e+00 1.300e-01 44.320 < 2e-16 ***
ORIGIN_GRID978 5.651e+00 1.301e-01 43.437 < 2e-16 ***
ORIGIN_GRID982 2.678e+00 1.308e-01 20.484 < 2e-16 ***
ORIGIN_GRID983 7.358e+00 1.300e-01 56.609 < 2e-16 ***
ORIGIN_GRID991 3.370e+00 1.302e-01 25.885 < 2e-16 ***
ORIGIN_GRID992 3.676e+00 1.301e-01 28.263 < 2e-16 ***
ORIGIN_GRID993 3.406e+00 1.301e-01 26.180 < 2e-16 ***
ORIGIN_GRID994 2.948e+00 1.303e-01 22.617 < 2e-16 ***
ORIGIN_GRID995 4.416e+00 1.300e-01 33.962 < 2e-16 ***
ORIGIN_GRID996 4.131e+00 1.301e-01 31.746 < 2e-16 ***
ORIGIN_GRID997 2.807e+00 1.329e-01 21.120 < 2e-16 ***
ORIGIN_GRID998 5.883e+00 1.300e-01 45.266 < 2e-16 ***
ORIGIN_GRID999 5.868e+00 1.300e-01 45.131 < 2e-16 ***
ORIGIN_GRID1001 2.690e+00 1.323e-01 20.340 < 2e-16 ***
ORIGIN_GRID1003 5.500e+00 1.300e-01 42.316 < 2e-16 ***
ORIGIN_GRID1004 6.293e+00 1.300e-01 48.422 < 2e-16 ***
ORIGIN_GRID1011 1.320e+00 1.337e-01 9.872 < 2e-16 ***
ORIGIN_GRID1012 1.390e+00 1.339e-01 10.383 < 2e-16 ***
ORIGIN_GRID1013 2.120e+00 1.309e-01 16.192 < 2e-16 ***
ORIGIN_GRID1014 2.954e+00 1.303e-01 22.666 < 2e-16 ***
ORIGIN_GRID1015 2.414e+00 1.308e-01 18.455 < 2e-16 ***
ORIGIN_GRID1016 4.128e+00 1.301e-01 31.728 < 2e-16 ***
ORIGIN_GRID1018 4.755e+00 1.303e-01 36.500 < 2e-16 ***
ORIGIN_GRID1019 6.331e+00 1.300e-01 48.705 < 2e-16 ***
ORIGIN_GRID1023 4.329e+00 1.302e-01 33.240 < 2e-16 ***
ORIGIN_GRID1024 5.370e+00 1.300e-01 41.314 < 2e-16 ***
ORIGIN_GRID1025 6.716e-01 1.407e-01 4.773 1.82e-06 ***
ORIGIN_GRID1033 2.768e+00 1.304e-01 21.232 < 2e-16 ***
ORIGIN_GRID1034 3.729e+00 1.301e-01 28.663 < 2e-16 ***
ORIGIN_GRID1035 4.437e+00 1.300e-01 34.123 < 2e-16 ***
ORIGIN_GRID1036 2.455e+00 1.307e-01 18.778 < 2e-16 ***
ORIGIN_GRID1037 3.685e+00 1.301e-01 28.324 < 2e-16 ***
ORIGIN_GRID1043 2.719e+00 1.323e-01 20.556 < 2e-16 ***
ORIGIN_GRID1045 5.042e+00 1.300e-01 38.791 < 2e-16 ***
ORIGIN_GRID1046 4.977e+00 1.300e-01 38.280 < 2e-16 ***
ORIGIN_GRID1053 4.305e+00 1.300e-01 33.108 < 2e-16 ***
ORIGIN_GRID1054 3.180e+00 1.302e-01 24.429 < 2e-16 ***
ORIGIN_GRID1055 4.349e+00 1.300e-01 33.449 < 2e-16 ***
ORIGIN_GRID1056 3.353e+00 1.302e-01 25.747 < 2e-16 ***
ORIGIN_GRID1064 3.101e-01 2.818e-01 1.100 0.271175
ORIGIN_GRID1066 4.803e+00 1.300e-01 36.947 < 2e-16 ***
ORIGIN_GRID1067 4.937e+00 1.301e-01 37.952 < 2e-16 ***
ORIGIN_GRID1074 3.623e+00 1.301e-01 27.843 < 2e-16 ***
ORIGIN_GRID1075 2.844e+00 1.303e-01 21.822 < 2e-16 ***
ORIGIN_GRID1076 3.016e+00 1.302e-01 23.166 < 2e-16 ***
ORIGIN_GRID1077 3.233e+00 1.303e-01 24.814 < 2e-16 ***
ORIGIN_GRID1079 4.640e+00 1.300e-01 35.692 < 2e-16 ***
ORIGIN_GRID1085 -1.714e+00 2.195e-01 -7.811 5.68e-15 ***
ORIGIN_GRID1087 4.588e+00 1.300e-01 35.282 < 2e-16 ***
ORIGIN_GRID1088 3.072e+00 1.304e-01 23.550 < 2e-16 ***
ORIGIN_GRID1094 1.597e+00 1.375e-01 11.616 < 2e-16 ***
ORIGIN_GRID1095 9.374e-01 1.358e-01 6.902 5.12e-12 ***
ORIGIN_GRID1096 3.017e+00 1.315e-01 22.943 < 2e-16 ***
ORIGIN_GRID1097 4.999e+00 1.300e-01 38.465 < 2e-16 ***
ORIGIN_GRID1098 2.589e+00 1.312e-01 19.735 < 2e-16 ***
ORIGIN_GRID1099 4.026e+00 1.301e-01 30.953 < 2e-16 ***
ORIGIN_GRID1105 1.793e+00 1.447e-01 12.391 < 2e-16 ***
ORIGIN_GRID1106 3.797e-02 1.629e-01 0.233 0.815707
ORIGIN_GRID1107 2.393e+00 1.330e-01 17.990 < 2e-16 ***
ORIGIN_GRID1108 6.701e+00 1.299e-01 51.570 < 2e-16 ***
ORIGIN_GRID1109 3.531e+00 1.303e-01 27.091 < 2e-16 ***
ORIGIN_GRID1116 3.317e+00 1.302e-01 25.476 < 2e-16 ***
ORIGIN_GRID1117 1.695e+00 1.315e-01 12.885 < 2e-16 ***
ORIGIN_GRID1118 2.195e+00 1.312e-01 16.727 < 2e-16 ***
ORIGIN_GRID1119 3.225e+00 1.303e-01 24.748 < 2e-16 ***
ORIGIN_GRID1120 3.166e+00 1.306e-01 24.245 < 2e-16 ***
ORIGIN_GRID1129 5.086e+00 1.300e-01 39.123 < 2e-16 ***
ORIGIN_GRID1130 5.129e+00 1.300e-01 39.464 < 2e-16 ***
ORIGIN_GRID1131 4.107e+00 1.303e-01 31.520 < 2e-16 ***
ORIGIN_GRID1136 2.359e+00 1.307e-01 18.052 < 2e-16 ***
ORIGIN_GRID1138 9.253e-01 1.347e-01 6.869 6.46e-12 ***
ORIGIN_GRID1139 4.180e+00 1.300e-01 32.148 < 2e-16 ***
ORIGIN_GRID1141 4.128e+00 1.301e-01 31.735 < 2e-16 ***
ORIGIN_GRID1148 1.418e+00 1.403e-01 10.108 < 2e-16 ***
ORIGIN_GRID1149 2.966e+00 1.312e-01 22.618 < 2e-16 ***
ORIGIN_GRID1150 5.349e+00 1.300e-01 41.155 < 2e-16 ***
ORIGIN_GRID1151 4.258e+00 1.301e-01 32.736 < 2e-16 ***
ORIGIN_GRID1158 2.426e+00 1.304e-01 18.600 < 2e-16 ***
ORIGIN_GRID1159 3.962e+00 1.300e-01 30.471 < 2e-16 ***
ORIGIN_GRID1160 5.022e+00 1.300e-01 38.639 < 2e-16 ***
ORIGIN_GRID1171 5.937e+00 1.300e-01 45.678 < 2e-16 ***
ORIGIN_GRID1172 5.791e+00 1.300e-01 44.553 < 2e-16 ***
ORIGIN_GRID1173 2.925e+00 1.306e-01 22.403 < 2e-16 ***
ORIGIN_GRID1174 -1.647e+00 2.818e-01 -5.843 5.13e-09 ***
ORIGIN_GRID1178 2.714e+00 1.303e-01 20.824 < 2e-16 ***
ORIGIN_GRID1179 3.459e+00 1.301e-01 26.591 < 2e-16 ***
ORIGIN_GRID1180 4.525e+00 1.300e-01 34.812 < 2e-16 ***
ORIGIN_GRID1181 3.771e+00 1.301e-01 28.991 < 2e-16 ***
ORIGIN_GRID1183 2.880e+00 1.306e-01 22.061 < 2e-16 ***
ORIGIN_GRID1190 1.734e+00 1.385e-01 12.516 < 2e-16 ***
ORIGIN_GRID1192 4.649e+00 1.301e-01 35.742 < 2e-16 ***
ORIGIN_GRID1193 4.651e+00 1.300e-01 35.773 < 2e-16 ***
ORIGIN_GRID1194 2.876e+00 1.307e-01 22.001 < 2e-16 ***
ORIGIN_GRID1200 3.493e+00 1.301e-01 26.850 < 2e-16 ***
ORIGIN_GRID1201 3.367e+00 1.301e-01 25.876 < 2e-16 ***
ORIGIN_GRID1203 4.259e+00 1.300e-01 32.751 < 2e-16 ***
ORIGIN_GRID1204 3.986e+00 1.301e-01 30.642 < 2e-16 ***
ORIGIN_GRID1211 9.217e-01 1.670e-01 5.520 3.40e-08 ***
ORIGIN_GRID1214 5.422e+00 1.300e-01 41.709 < 2e-16 ***
ORIGIN_GRID1215 1.879e+00 1.360e-01 13.817 < 2e-16 ***
ORIGIN_GRID1216 8.851e-01 1.367e-01 6.476 9.44e-11 ***
ORIGIN_GRID1220 4.539e+00 1.300e-01 34.920 < 2e-16 ***
ORIGIN_GRID1221 4.185e+00 1.300e-01 32.194 < 2e-16 ***
ORIGIN_GRID1222 3.803e+00 1.303e-01 29.194 < 2e-16 ***
ORIGIN_GRID1223 2.146e+00 1.310e-01 16.380 < 2e-16 ***
ORIGIN_GRID1224 3.021e+00 1.304e-01 23.178 < 2e-16 ***
ORIGIN_GRID1231 -5.295e-01 1.942e-01 -2.726 0.006415 **
ORIGIN_GRID1232 1.621e+00 1.602e-01 10.121 < 2e-16 ***
ORIGIN_GRID1235 2.930e+00 1.306e-01 22.428 < 2e-16 ***
ORIGIN_GRID1236 2.704e+00 1.308e-01 20.676 < 2e-16 ***
ORIGIN_GRID1241 2.689e+00 1.303e-01 20.629 < 2e-16 ***
ORIGIN_GRID1242 3.372e+00 1.301e-01 25.920 < 2e-16 ***
ORIGIN_GRID1243 4.045e+00 1.300e-01 31.114 < 2e-16 ***
ORIGIN_GRID1246 3.253e+00 1.302e-01 24.980 < 2e-16 ***
ORIGIN_GRID1256 4.344e+00 1.301e-01 33.381 < 2e-16 ***
ORIGIN_GRID1257 5.208e+00 1.300e-01 40.054 < 2e-16 ***
ORIGIN_GRID1258 3.183e+00 1.307e-01 24.350 < 2e-16 ***
ORIGIN_GRID1262 3.103e+00 1.302e-01 23.835 < 2e-16 ***
ORIGIN_GRID1263 3.712e+00 1.300e-01 28.547 < 2e-16 ***
ORIGIN_GRID1264 2.686e+00 1.305e-01 20.585 < 2e-16 ***
ORIGIN_GRID1265 2.450e+00 1.307e-01 18.740 < 2e-16 ***
ORIGIN_GRID1266 3.855e+00 1.301e-01 29.626 < 2e-16 ***
ORIGIN_GRID1267 1.881e+00 1.328e-01 14.161 < 2e-16 ***
ORIGIN_GRID1272 -6.607e-01 1.847e-01 -3.576 0.000349 ***
ORIGIN_GRID1273 3.772e+00 1.305e-01 28.909 < 2e-16 ***
ORIGIN_GRID1277 5.379e+00 1.300e-01 41.380 < 2e-16 ***
ORIGIN_GRID1278 2.811e+00 1.306e-01 21.518 < 2e-16 ***
ORIGIN_GRID1283 4.964e+00 1.300e-01 38.194 < 2e-16 ***
ORIGIN_GRID1284 4.116e+00 1.300e-01 31.662 < 2e-16 ***
ORIGIN_GRID1285 4.832e+00 1.300e-01 37.182 < 2e-16 ***
ORIGIN_GRID1286 3.103e+00 1.303e-01 23.814 < 2e-16 ***
ORIGIN_GRID1289 1.289e+00 1.387e-01 9.296 < 2e-16 ***
ORIGIN_GRID1293 3.475e-01 1.498e-01 2.320 0.020353 *
ORIGIN_GRID1294 5.197e+00 1.301e-01 39.956 < 2e-16 ***
ORIGIN_GRID1295 2.645e+00 1.316e-01 20.105 < 2e-16 ***
ORIGIN_GRID1298 4.394e+00 1.301e-01 33.774 < 2e-16 ***
ORIGIN_GRID1299 4.657e+00 1.301e-01 35.802 < 2e-16 ***
ORIGIN_GRID1304 4.723e+00 1.300e-01 36.337 < 2e-16 ***
ORIGIN_GRID1305 4.155e+00 1.300e-01 31.968 < 2e-16 ***
ORIGIN_GRID1307 7.768e-01 1.347e-01 5.765 8.17e-09 ***
ORIGIN_GRID1308 3.988e+00 1.301e-01 30.660 < 2e-16 ***
ORIGIN_GRID1310 -1.110e+00 2.497e-01 -4.447 8.70e-06 ***
ORIGIN_GRID1316 1.551e+00 1.348e-01 11.512 < 2e-16 ***
ORIGIN_GRID1317 3.374e+00 1.304e-01 25.868 < 2e-16 ***
ORIGIN_GRID1318 2.668e+00 1.309e-01 20.386 < 2e-16 ***
ORIGIN_GRID1319 5.646e+00 1.300e-01 43.442 < 2e-16 ***
ORIGIN_GRID1320 4.094e+00 1.302e-01 31.434 < 2e-16 ***
ORIGIN_GRID1325 2.356e+00 1.305e-01 18.059 < 2e-16 ***
ORIGIN_GRID1326 4.322e+00 1.300e-01 33.253 < 2e-16 ***
ORIGIN_GRID1327 4.148e+00 1.300e-01 31.908 < 2e-16 ***
ORIGIN_GRID1328 2.764e+00 1.303e-01 21.220 < 2e-16 ***
ORIGIN_GRID1329 3.074e+00 1.304e-01 23.573 < 2e-16 ***
ORIGIN_GRID1330 3.887e+00 1.302e-01 29.864 < 2e-16 ***
ORIGIN_GRID1331 -1.192e+00 2.891e-01 -4.125 3.71e-05 ***
ORIGIN_GRID1333 3.264e+00 1.305e-01 25.013 < 2e-16 ***
ORIGIN_GRID1334 3.555e+00 1.304e-01 27.267 < 2e-16 ***
ORIGIN_GRID1335 3.076e+00 1.310e-01 23.482 < 2e-16 ***
ORIGIN_GRID1336 1.506e-01 1.855e-01 0.812 0.416982
ORIGIN_GRID1337 6.662e-01 1.404e-01 4.745 2.08e-06 ***
ORIGIN_GRID1338 -7.254e-01 1.631e-01 -4.449 8.65e-06 ***
ORIGIN_GRID1339 5.552e+00 1.300e-01 42.718 < 2e-16 ***
ORIGIN_GRID1340 3.876e+00 1.302e-01 29.768 < 2e-16 ***
ORIGIN_GRID1341 -6.084e-02 2.420e-01 -0.251 0.801486
ORIGIN_GRID1346 3.931e+00 1.301e-01 30.225 < 2e-16 ***
ORIGIN_GRID1347 5.009e+00 1.300e-01 38.546 < 2e-16 ***
ORIGIN_GRID1348 3.366e+00 1.301e-01 25.881 < 2e-16 ***
ORIGIN_GRID1349 3.214e+00 1.302e-01 24.692 < 2e-16 ***
ORIGIN_GRID1350 3.453e+00 1.304e-01 26.490 < 2e-16 ***
ORIGIN_GRID1353 3.592e+00 1.302e-01 27.587 < 2e-16 ***
ORIGIN_GRID1354 3.028e+00 1.305e-01 23.197 < 2e-16 ***
ORIGIN_GRID1355 3.847e+00 1.302e-01 29.551 < 2e-16 ***
ORIGIN_GRID1357 2.922e+00 1.312e-01 22.262 < 2e-16 ***
ORIGIN_GRID1358 4.243e+00 1.301e-01 32.608 < 2e-16 ***
ORIGIN_GRID1359 4.562e+00 1.300e-01 35.087 < 2e-16 ***
ORIGIN_GRID1360 4.607e+00 1.300e-01 35.434 < 2e-16 ***
ORIGIN_GRID1361 5.760e+00 1.300e-01 44.310 < 2e-16 ***
ORIGIN_GRID1362 1.872e+00 1.358e-01 13.785 < 2e-16 ***
ORIGIN_GRID1368 2.752e+00 1.302e-01 21.138 < 2e-16 ***
ORIGIN_GRID1369 2.604e+00 1.302e-01 19.995 < 2e-16 ***
ORIGIN_GRID1370 3.823e+00 1.300e-01 29.403 < 2e-16 ***
ORIGIN_GRID1371 3.177e+00 1.303e-01 24.387 < 2e-16 ***
ORIGIN_GRID1372 2.443e+00 1.306e-01 18.711 < 2e-16 ***
ORIGIN_GRID1373 6.203e-01 1.388e-01 4.469 7.85e-06 ***
ORIGIN_GRID1374 2.784e+00 1.304e-01 21.347 < 2e-16 ***
ORIGIN_GRID1375 4.332e+00 1.301e-01 33.287 < 2e-16 ***
ORIGIN_GRID1376 3.613e+00 1.305e-01 27.677 < 2e-16 ***
ORIGIN_GRID1379 1.826e+00 1.344e-01 13.585 < 2e-16 ***
ORIGIN_GRID1380 5.980e+00 1.300e-01 46.019 < 2e-16 ***
ORIGIN_GRID1381 5.541e+00 1.300e-01 42.629 < 2e-16 ***
ORIGIN_GRID1382 4.969e+00 1.301e-01 38.207 < 2e-16 ***
ORIGIN_GRID1383 2.521e+00 1.323e-01 19.056 < 2e-16 ***
ORIGIN_GRID1388 3.440e+00 1.301e-01 26.444 < 2e-16 ***
ORIGIN_GRID1389 2.502e+00 1.302e-01 19.215 < 2e-16 ***
ORIGIN_GRID1390 3.328e+00 1.301e-01 25.582 < 2e-16 ***
ORIGIN_GRID1391 3.290e+00 1.301e-01 25.285 < 2e-16 ***
ORIGIN_GRID1392 2.870e+00 1.310e-01 21.910 < 2e-16 ***
ORIGIN_GRID1393 2.047e+00 1.307e-01 15.661 < 2e-16 ***
ORIGIN_GRID1394 3.507e+00 1.301e-01 26.953 < 2e-16 ***
ORIGIN_GRID1395 3.586e+00 1.301e-01 27.558 < 2e-16 ***
ORIGIN_GRID1396 4.663e+00 1.300e-01 35.865 < 2e-16 ***
ORIGIN_GRID1397 4.724e+00 1.300e-01 36.337 < 2e-16 ***
ORIGIN_GRID1398 3.680e+00 1.304e-01 28.230 < 2e-16 ***
ORIGIN_GRID1400 4.724e+00 1.301e-01 36.319 < 2e-16 ***
ORIGIN_GRID1401 5.095e+00 1.300e-01 39.202 < 2e-16 ***
ORIGIN_GRID1402 5.154e+00 1.300e-01 39.649 < 2e-16 ***
ORIGIN_GRID1404 5.221e+00 1.308e-01 39.923 < 2e-16 ***
ORIGIN_GRID1410 4.065e+00 1.300e-01 31.269 < 2e-16 ***
ORIGIN_GRID1411 2.958e+00 1.302e-01 22.725 < 2e-16 ***
ORIGIN_GRID1412 3.281e+00 1.301e-01 25.226 < 2e-16 ***
ORIGIN_GRID1413 4.074e+00 1.300e-01 31.336 < 2e-16 ***
ORIGIN_GRID1414 3.486e+00 1.301e-01 26.802 < 2e-16 ***
ORIGIN_GRID1415 3.019e+00 1.302e-01 23.185 < 2e-16 ***
ORIGIN_GRID1416 3.670e+00 1.301e-01 28.212 < 2e-16 ***
ORIGIN_GRID1417 3.813e+00 1.301e-01 29.314 < 2e-16 ***
ORIGIN_GRID1418 4.613e+00 1.300e-01 35.485 < 2e-16 ***
ORIGIN_GRID1419 4.113e+00 1.301e-01 31.616 < 2e-16 ***
ORIGIN_GRID1422 5.161e+00 1.300e-01 39.696 < 2e-16 ***
ORIGIN_GRID1423 6.068e+00 1.300e-01 46.692 < 2e-16 ***
ORIGIN_GRID1430 3.739e+00 1.300e-01 28.753 < 2e-16 ***
ORIGIN_GRID1431 3.797e+00 1.300e-01 29.211 < 2e-16 ***
ORIGIN_GRID1432 3.834e+00 1.300e-01 29.492 < 2e-16 ***
ORIGIN_GRID1433 2.557e+00 1.309e-01 19.535 < 2e-16 ***
ORIGIN_GRID1434 4.077e+00 1.300e-01 31.353 < 2e-16 ***
ORIGIN_GRID1435 4.441e+00 1.300e-01 34.171 < 2e-16 ***
ORIGIN_GRID1436 1.284e+00 1.321e-01 9.721 < 2e-16 ***
ORIGIN_GRID1437 4.640e+00 1.300e-01 35.696 < 2e-16 ***
ORIGIN_GRID1438 5.091e+00 1.300e-01 39.175 < 2e-16 ***
ORIGIN_GRID1439 5.728e+00 1.299e-01 44.082 < 2e-16 ***
ORIGIN_GRID1440 2.124e+00 1.315e-01 16.159 < 2e-16 ***
ORIGIN_GRID1442 4.987e+00 1.301e-01 38.337 < 2e-16 ***
ORIGIN_GRID1443 6.062e+00 1.300e-01 46.638 < 2e-16 ***
ORIGIN_GRID1444 5.093e+00 1.301e-01 39.138 < 2e-16 ***
ORIGIN_GRID1452 2.846e+00 1.301e-01 21.866 < 2e-16 ***
ORIGIN_GRID1453 3.032e+00 1.301e-01 23.306 < 2e-16 ***
ORIGIN_GRID1454 2.022e+00 1.312e-01 15.408 < 2e-16 ***
ORIGIN_GRID1455 3.413e+00 1.302e-01 26.217 < 2e-16 ***
ORIGIN_GRID1456 3.840e+00 1.300e-01 29.530 < 2e-16 ***
ORIGIN_GRID1457 4.670e+00 1.300e-01 35.926 < 2e-16 ***
ORIGIN_GRID1458 5.037e+00 1.300e-01 38.756 < 2e-16 ***
ORIGIN_GRID1459 4.450e+00 1.300e-01 34.233 < 2e-16 ***
ORIGIN_GRID1460 3.669e+00 1.301e-01 28.210 < 2e-16 ***
ORIGIN_GRID1461 2.318e+00 1.309e-01 17.706 < 2e-16 ***
ORIGIN_GRID1464 6.448e+00 1.300e-01 49.610 < 2e-16 ***
ORIGIN_GRID1465 5.922e+00 1.300e-01 45.552 < 2e-16 ***
ORIGIN_GRID1472 1.385e+00 1.314e-01 10.544 < 2e-16 ***
ORIGIN_GRID1473 2.456e+00 1.303e-01 18.852 < 2e-16 ***
ORIGIN_GRID1474 3.584e+00 1.300e-01 27.568 < 2e-16 ***
ORIGIN_GRID1475 4.476e+00 1.300e-01 34.433 < 2e-16 ***
ORIGIN_GRID1476 3.852e+00 1.301e-01 29.622 < 2e-16 ***
ORIGIN_GRID1477 5.363e+00 1.299e-01 41.270 < 2e-16 ***
ORIGIN_GRID1478 3.642e+00 1.301e-01 28.001 < 2e-16 ***
ORIGIN_GRID1479 3.877e+00 1.300e-01 29.817 < 2e-16 ***
ORIGIN_GRID1480 5.694e+00 1.299e-01 43.821 < 2e-16 ***
ORIGIN_GRID1481 3.014e+00 1.303e-01 23.132 < 2e-16 ***
ORIGIN_GRID1482 3.224e+00 1.306e-01 24.689 < 2e-16 ***
ORIGIN_GRID1485 5.894e+00 1.300e-01 45.339 < 2e-16 ***
ORIGIN_GRID1494 2.685e+00 1.305e-01 20.584 < 2e-16 ***
ORIGIN_GRID1495 2.873e+00 1.301e-01 22.076 < 2e-16 ***
ORIGIN_GRID1496 3.993e+00 1.300e-01 30.714 < 2e-16 ***
ORIGIN_GRID1497 4.294e+00 1.300e-01 33.032 < 2e-16 ***
ORIGIN_GRID1498 4.611e+00 1.300e-01 35.480 < 2e-16 ***
ORIGIN_GRID1499 4.849e+00 1.300e-01 37.308 < 2e-16 ***
ORIGIN_GRID1500 4.724e+00 1.300e-01 36.333 < 2e-16 ***
ORIGIN_GRID1501 5.009e+00 1.300e-01 38.545 < 2e-16 ***
ORIGIN_GRID1502 4.437e+00 1.300e-01 34.132 < 2e-16 ***
ORIGIN_GRID1506 3.808e-01 1.640e-01 2.322 0.020215 *
ORIGIN_GRID1515 1.742e+00 1.315e-01 13.242 < 2e-16 ***
ORIGIN_GRID1516 3.353e+00 1.301e-01 25.779 < 2e-16 ***
ORIGIN_GRID1517 3.671e+00 1.301e-01 28.223 < 2e-16 ***
ORIGIN_GRID1518 3.581e+00 1.301e-01 27.521 < 2e-16 ***
ORIGIN_GRID1519 4.865e+00 1.300e-01 37.425 < 2e-16 ***
ORIGIN_GRID1520 4.311e+00 1.300e-01 33.160 < 2e-16 ***
ORIGIN_GRID1521 2.821e+00 1.304e-01 21.645 < 2e-16 ***
ORIGIN_GRID1522 5.205e+00 1.300e-01 40.050 < 2e-16 ***
ORIGIN_GRID1523 3.794e+00 1.307e-01 29.021 < 2e-16 ***
ORIGIN_GRID1524 3.868e+00 1.303e-01 29.694 < 2e-16 ***
ORIGIN_GRID1527 3.819e+00 1.309e-01 29.176 < 2e-16 ***
ORIGIN_GRID1535 4.105e-01 1.564e-01 2.625 0.008676 **
ORIGIN_GRID1536 1.033e+00 1.338e-01 7.721 1.15e-14 ***
ORIGIN_GRID1537 1.893e+00 1.310e-01 14.453 < 2e-16 ***
ORIGIN_GRID1538 3.440e+00 1.301e-01 26.454 < 2e-16 ***
ORIGIN_GRID1539 3.976e+00 1.300e-01 30.582 < 2e-16 ***
ORIGIN_GRID1540 4.502e+00 1.300e-01 34.639 < 2e-16 ***
ORIGIN_GRID1541 5.756e+00 1.300e-01 44.274 < 2e-16 ***
ORIGIN_GRID1542 2.681e+00 1.307e-01 20.509 < 2e-16 ***
ORIGIN_GRID1543 3.464e+00 1.316e-01 26.326 < 2e-16 ***
ORIGIN_GRID1544 4.472e+00 1.301e-01 34.383 < 2e-16 ***
ORIGIN_GRID1547 1.410e+00 1.429e-01 9.871 < 2e-16 ***
ORIGIN_GRID1556 9.959e-01 1.437e-01 6.930 4.21e-12 ***
ORIGIN_GRID1557 9.874e-01 1.346e-01 7.336 2.20e-13 ***
ORIGIN_GRID1558 2.421e+00 1.311e-01 18.471 < 2e-16 ***
ORIGIN_GRID1559 4.127e+00 1.300e-01 31.745 < 2e-16 ***
ORIGIN_GRID1560 4.942e+00 1.300e-01 38.024 < 2e-16 ***
ORIGIN_GRID1561 4.777e+00 1.300e-01 36.748 < 2e-16 ***
ORIGIN_GRID1562 1.804e+00 1.313e-01 13.734 < 2e-16 ***
ORIGIN_GRID1563 3.643e+00 1.301e-01 28.005 < 2e-16 ***
ORIGIN_GRID1564 2.776e+00 1.306e-01 21.260 < 2e-16 ***
ORIGIN_GRID1565 2.867e+00 1.306e-01 21.953 < 2e-16 ***
ORIGIN_GRID1566 2.580e+00 1.314e-01 19.640 < 2e-16 ***
ORIGIN_GRID1567 3.469e-01 1.599e-01 2.169 0.030106 *
ORIGIN_GRID1568 1.493e+00 1.438e-01 10.382 < 2e-16 ***
ORIGIN_GRID1578 -1.322e+00 2.823e-01 -4.683 2.82e-06 ***
ORIGIN_GRID1580 2.585e+00 1.308e-01 19.766 < 2e-16 ***
ORIGIN_GRID1581 1.377e+00 1.313e-01 10.488 < 2e-16 ***
ORIGIN_GRID1582 4.631e+00 1.300e-01 35.631 < 2e-16 ***
ORIGIN_GRID1583 2.887e+00 1.313e-01 21.981 < 2e-16 ***
ORIGIN_GRID1584 3.145e+00 1.303e-01 24.140 < 2e-16 ***
ORIGIN_GRID1585 3.846e+00 1.302e-01 29.536 < 2e-16 ***
ORIGIN_GRID1586 2.694e+00 1.306e-01 20.634 < 2e-16 ***
ORIGIN_GRID1589 1.708e+00 1.354e-01 12.618 < 2e-16 ***
ORIGIN_GRID1590 1.164e+00 1.470e-01 7.922 2.34e-15 ***
ORIGIN_GRID1600 4.757e+00 1.303e-01 36.518 < 2e-16 ***
ORIGIN_GRID1601 3.209e+00 1.301e-01 24.667 < 2e-16 ***
ORIGIN_GRID1602 3.892e+00 1.300e-01 29.928 < 2e-16 ***
ORIGIN_GRID1603 4.845e+00 1.300e-01 37.277 < 2e-16 ***
ORIGIN_GRID1604 3.320e+00 1.301e-01 25.510 < 2e-16 ***
ORIGIN_GRID1605 4.722e+00 1.300e-01 36.332 < 2e-16 ***
ORIGIN_GRID1606 4.253e+00 1.302e-01 32.662 < 2e-16 ***
ORIGIN_GRID1607 3.456e+00 1.302e-01 26.535 < 2e-16 ***
ORIGIN_GRID1608 5.524e+00 1.300e-01 42.498 < 2e-16 ***
ORIGIN_GRID1609 5.414e+00 1.300e-01 41.639 < 2e-16 ***
ORIGIN_GRID1610 1.845e+00 1.434e-01 12.872 < 2e-16 ***
ORIGIN_GRID1622 3.310e+00 1.314e-01 25.183 < 2e-16 ***
ORIGIN_GRID1623 4.598e+00 1.300e-01 35.375 < 2e-16 ***
ORIGIN_GRID1624 3.368e+00 1.301e-01 25.879 < 2e-16 ***
ORIGIN_GRID1625 4.781e+00 1.300e-01 36.780 < 2e-16 ***
ORIGIN_GRID1626 5.435e+00 1.300e-01 41.823 < 2e-16 ***
ORIGIN_GRID1627 3.790e+00 1.301e-01 29.130 < 2e-16 ***
ORIGIN_GRID1628 5.555e+00 1.300e-01 42.749 < 2e-16 ***
ORIGIN_GRID1629 4.531e+00 1.301e-01 34.837 < 2e-16 ***
ORIGIN_GRID1630 4.625e+00 1.301e-01 35.540 < 2e-16 ***
ORIGIN_GRID1631 1.156e+00 1.408e-01 8.209 2.23e-16 ***
ORIGIN_GRID1642 2.037e+00 1.330e-01 15.317 < 2e-16 ***
ORIGIN_GRID1643 4.537e+00 1.300e-01 34.905 < 2e-16 ***
ORIGIN_GRID1644 2.295e+00 1.309e-01 17.539 < 2e-16 ***
ORIGIN_GRID1645 3.809e+00 1.300e-01 29.287 < 2e-16 ***
ORIGIN_GRID1646 3.621e+00 1.302e-01 27.812 < 2e-16 ***
ORIGIN_GRID1647 4.007e+00 1.300e-01 30.814 < 2e-16 ***
ORIGIN_GRID1648 4.633e+00 1.300e-01 35.636 < 2e-16 ***
ORIGIN_GRID1649 5.414e+00 1.300e-01 41.658 < 2e-16 ***
ORIGIN_GRID1650 5.535e+00 1.300e-01 42.572 < 2e-16 ***
ORIGIN_GRID1664 -6.236e-01 1.882e-01 -3.313 0.000922 ***
ORIGIN_GRID1665 4.713e+00 1.300e-01 36.262 < 2e-16 ***
ORIGIN_GRID1666 3.423e+00 1.301e-01 26.310 < 2e-16 ***
ORIGIN_GRID1667 4.462e+00 1.303e-01 34.257 < 2e-16 ***
ORIGIN_GRID1668 4.562e+00 1.300e-01 35.096 < 2e-16 ***
ORIGIN_GRID1670 5.443e+00 1.300e-01 41.886 < 2e-16 ***
ORIGIN_GRID1671 6.131e+00 1.300e-01 47.160 < 2e-16 ***
ORIGIN_GRID1672 5.761e+00 1.300e-01 44.301 < 2e-16 ***
ORIGIN_GRID1684 3.744e+00 1.305e-01 28.694 < 2e-16 ***
ORIGIN_GRID1685 4.283e+00 1.300e-01 32.946 < 2e-16 ***
ORIGIN_GRID1686 4.174e+00 1.300e-01 32.105 < 2e-16 ***
ORIGIN_GRID1687 3.725e+00 1.301e-01 28.629 < 2e-16 ***
ORIGIN_GRID1688 3.263e+00 1.302e-01 25.066 < 2e-16 ***
ORIGIN_GRID1689 2.916e+00 1.305e-01 22.356 < 2e-16 ***
ORIGIN_GRID1690 4.317e+00 1.301e-01 33.192 < 2e-16 ***
ORIGIN_GRID1691 5.137e+00 1.300e-01 39.519 < 2e-16 ***
ORIGIN_GRID1692 4.728e+00 1.302e-01 36.326 < 2e-16 ***
ORIGIN_GRID1706 4.270e+00 1.300e-01 32.835 < 2e-16 ***
ORIGIN_GRID1707 4.156e+00 1.300e-01 31.966 < 2e-16 ***
ORIGIN_GRID1708 4.677e+00 1.300e-01 35.987 < 2e-16 ***
ORIGIN_GRID1709 3.789e+00 1.301e-01 29.127 < 2e-16 ***
ORIGIN_GRID1710 5.000e+00 1.300e-01 38.470 < 2e-16 ***
ORIGIN_GRID1711 4.833e+00 1.300e-01 37.175 < 2e-16 ***
ORIGIN_GRID1712 5.454e+00 1.300e-01 41.970 < 2e-16 ***
ORIGIN_GRID1713 3.025e+00 1.305e-01 23.179 < 2e-16 ***
ORIGIN_GRID1714 5.698e+00 1.300e-01 43.836 < 2e-16 ***
ORIGIN_GRID1727 4.490e+00 1.300e-01 34.535 < 2e-16 ***
ORIGIN_GRID1728 4.368e+00 1.300e-01 33.603 < 2e-16 ***
ORIGIN_GRID1729 3.806e+00 1.300e-01 29.272 < 2e-16 ***
ORIGIN_GRID1730 1.712e+00 1.318e-01 12.992 < 2e-16 ***
ORIGIN_GRID1731 4.668e+00 1.300e-01 35.904 < 2e-16 ***
ORIGIN_GRID1732 5.128e+00 1.300e-01 39.454 < 2e-16 ***
ORIGIN_GRID1733 4.890e+00 1.300e-01 37.618 < 2e-16 ***
ORIGIN_GRID1734 5.301e+00 1.300e-01 40.786 < 2e-16 ***
ORIGIN_GRID1735 7.021e+00 1.301e-01 53.977 < 2e-16 ***
ORIGIN_GRID1748 3.193e+00 1.302e-01 24.513 < 2e-16 ***
ORIGIN_GRID1749 4.165e+00 1.300e-01 32.041 < 2e-16 ***
ORIGIN_GRID1750 3.280e+00 1.301e-01 25.210 < 2e-16 ***
ORIGIN_GRID1751 2.567e+00 1.304e-01 19.686 < 2e-16 ***
ORIGIN_GRID1753 5.167e+00 1.300e-01 39.752 < 2e-16 ***
ORIGIN_GRID1754 5.545e+00 1.300e-01 42.672 < 2e-16 ***
ORIGIN_GRID1755 5.064e+00 1.300e-01 38.959 < 2e-16 ***
ORIGIN_GRID1756 5.011e+00 1.300e-01 38.543 < 2e-16 ***
ORIGIN_GRID1757 2.987e+00 1.336e-01 22.363 < 2e-16 ***
ORIGIN_GRID1769 3.991e+00 1.300e-01 30.689 < 2e-16 ***
ORIGIN_GRID1770 4.018e+00 1.302e-01 30.873 < 2e-16 ***
ORIGIN_GRID1771 2.791e+00 1.303e-01 21.419 < 2e-16 ***
ORIGIN_GRID1772 1.641e+00 1.321e-01 12.420 < 2e-16 ***
ORIGIN_GRID1774 4.886e+00 1.300e-01 37.594 < 2e-16 ***
ORIGIN_GRID1775 4.550e+00 1.300e-01 34.993 < 2e-16 ***
ORIGIN_GRID1776 5.741e+00 1.300e-01 44.174 < 2e-16 ***
ORIGIN_GRID1777 5.768e+00 1.300e-01 44.381 < 2e-16 ***
ORIGIN_GRID1778 5.573e+00 1.304e-01 42.728 < 2e-16 ***
ORIGIN_GRID1790 4.666e+00 1.300e-01 35.895 < 2e-16 ***
ORIGIN_GRID1791 4.022e+00 1.301e-01 30.924 < 2e-16 ***
ORIGIN_GRID1792 3.955e+00 1.301e-01 30.410 < 2e-16 ***
ORIGIN_GRID1793 2.028e+00 1.306e-01 15.531 < 2e-16 ***
ORIGIN_GRID1794 1.807e+00 1.327e-01 13.621 < 2e-16 ***
ORIGIN_GRID1795 1.321e+00 1.339e-01 9.868 < 2e-16 ***
ORIGIN_GRID1796 5.366e+00 1.300e-01 41.286 < 2e-16 ***
ORIGIN_GRID1797 5.380e+00 1.300e-01 41.394 < 2e-16 ***
ORIGIN_GRID1798 5.422e+00 1.300e-01 41.720 < 2e-16 ***
ORIGIN_GRID1799 4.646e+00 1.301e-01 35.705 < 2e-16 ***
ORIGIN_GRID1800 3.995e+00 1.324e-01 30.166 < 2e-16 ***
ORIGIN_GRID1811 3.740e+00 1.301e-01 28.747 < 2e-16 ***
ORIGIN_GRID1812 4.907e+00 1.300e-01 37.761 < 2e-16 ***
ORIGIN_GRID1813 4.684e+00 1.300e-01 36.035 < 2e-16 ***
ORIGIN_GRID1817 5.269e+00 1.300e-01 40.527 < 2e-16 ***
ORIGIN_GRID1818 5.226e+00 1.300e-01 40.201 < 2e-16 ***
ORIGIN_GRID1819 5.770e+00 1.300e-01 44.395 < 2e-16 ***
ORIGIN_GRID1820 2.871e+00 1.345e-01 21.345 < 2e-16 ***
ORIGIN_GRID1832 4.533e+00 1.300e-01 34.862 < 2e-16 ***
ORIGIN_GRID1833 3.956e+00 1.300e-01 30.419 < 2e-16 ***
ORIGIN_GRID1834 4.289e+00 1.300e-01 32.996 < 2e-16 ***
ORIGIN_GRID1835 3.589e+00 1.301e-01 27.581 < 2e-16 ***
ORIGIN_GRID1837 7.263e-01 1.445e-01 5.026 5.00e-07 ***
ORIGIN_GRID1839 4.673e+00 1.301e-01 35.916 < 2e-16 ***
ORIGIN_GRID1840 6.506e+00 1.299e-01 50.066 < 2e-16 ***
ORIGIN_GRID1841 2.337e+00 1.346e-01 17.363 < 2e-16 ***
ORIGIN_GRID1842 6.510e+00 1.303e-01 49.950 < 2e-16 ***
ORIGIN_GRID1853 4.345e+00 1.300e-01 33.421 < 2e-16 ***
ORIGIN_GRID1854 4.589e+00 1.300e-01 35.300 < 2e-16 ***
ORIGIN_GRID1855 4.882e+00 1.300e-01 37.562 < 2e-16 ***
ORIGIN_GRID1858 2.683e+00 1.323e-01 20.275 < 2e-16 ***
ORIGIN_GRID1860 6.034e+00 1.302e-01 46.353 < 2e-16 ***
ORIGIN_GRID1861 5.486e+00 1.300e-01 42.200 < 2e-16 ***
ORIGIN_GRID1874 4.523e+00 1.300e-01 34.782 < 2e-16 ***
ORIGIN_GRID1875 2.860e+00 1.305e-01 21.912 < 2e-16 ***
ORIGIN_GRID1876 4.981e+00 1.303e-01 38.224 < 2e-16 ***
ORIGIN_GRID1877 4.594e+00 1.300e-01 35.336 < 2e-16 ***
ORIGIN_GRID1880 9.883e-01 1.383e-01 7.148 8.83e-13 ***
ORIGIN_GRID1882 5.333e+00 1.300e-01 41.021 < 2e-16 ***
ORIGIN_GRID1883 5.848e+00 1.302e-01 44.918 < 2e-16 ***
ORIGIN_GRID1895 4.660e+00 1.300e-01 35.847 < 2e-16 ***
ORIGIN_GRID1896 3.013e+00 1.303e-01 23.134 < 2e-16 ***
ORIGIN_GRID1897 3.687e+00 1.302e-01 28.322 < 2e-16 ***
ORIGIN_GRID1898 -6.879e-01 1.817e-01 -3.786 0.000153 ***
ORIGIN_GRID1901 7.926e-01 1.486e-01 5.334 9.58e-08 ***
ORIGIN_GRID1903 5.222e+00 1.302e-01 40.104 < 2e-16 ***
ORIGIN_GRID1917 3.244e+00 1.302e-01 24.914 < 2e-16 ***
ORIGIN_GRID1918 4.689e+00 1.300e-01 36.060 < 2e-16 ***
ORIGIN_GRID1919 4.568e+00 1.300e-01 35.136 < 2e-16 ***
ORIGIN_GRID1922 2.340e+00 1.328e-01 17.616 < 2e-16 ***
ORIGIN_GRID1924 5.058e+00 1.302e-01 38.839 < 2e-16 ***
ORIGIN_GRID1937 4.053e+00 1.301e-01 31.157 < 2e-16 ***
ORIGIN_GRID1938 4.703e+00 1.300e-01 36.180 < 2e-16 ***
ORIGIN_GRID1939 5.259e+00 1.300e-01 40.463 < 2e-16 ***
ORIGIN_GRID1942 1.268e+00 1.363e-01 9.303 < 2e-16 ***
ORIGIN_GRID1959 3.630e+00 1.302e-01 27.882 < 2e-16 ***
ORIGIN_GRID1960 5.625e+00 1.299e-01 43.290 < 2e-16 ***
ORIGIN_GRID1961 4.009e+00 1.301e-01 30.818 < 2e-16 ***
ORIGIN_GRID1962 5.045e+00 1.300e-01 38.813 < 2e-16 ***
ORIGIN_GRID1964 2.686e-01 1.543e-01 1.742 0.081588 .
ORIGIN_GRID1979 3.915e+00 1.301e-01 30.081 < 2e-16 ***
ORIGIN_GRID1980 2.160e+00 1.306e-01 16.535 < 2e-16 ***
ORIGIN_GRID1981 4.661e+00 1.300e-01 35.861 < 2e-16 ***
ORIGIN_GRID1982 3.477e+00 1.304e-01 26.673 < 2e-16 ***
ORIGIN_GRID1983 4.947e+00 1.300e-01 38.059 < 2e-16 ***
ORIGIN_GRID1984 3.671e+00 1.301e-01 28.209 < 2e-16 ***
ORIGIN_GRID1985 4.467e+00 1.301e-01 34.343 < 2e-16 ***
ORIGIN_GRID2001 4.243e+00 1.300e-01 32.629 < 2e-16 ***
ORIGIN_GRID2002 4.789e+00 1.300e-01 36.849 < 2e-16 ***
ORIGIN_GRID2003 4.421e+00 1.300e-01 34.006 < 2e-16 ***
ORIGIN_GRID2004 5.049e+00 1.300e-01 38.843 < 2e-16 ***
ORIGIN_GRID2005 4.926e+00 1.300e-01 37.900 < 2e-16 ***
ORIGIN_GRID2006 3.478e+00 1.302e-01 26.703 < 2e-16 ***
ORIGIN_GRID2007 2.879e+00 1.309e-01 21.993 < 2e-16 ***
ORIGIN_GRID2022 4.616e+00 1.300e-01 35.498 < 2e-16 ***
ORIGIN_GRID2023 5.042e+00 1.300e-01 38.796 < 2e-16 ***
ORIGIN_GRID2024 4.346e+00 1.300e-01 33.433 < 2e-16 ***
ORIGIN_GRID2025 4.382e+00 1.300e-01 33.708 < 2e-16 ***
ORIGIN_GRID2026 3.042e+00 1.304e-01 23.327 < 2e-16 ***
ORIGIN_GRID2027 5.344e+00 1.300e-01 41.118 < 2e-16 ***
ORIGIN_GRID2043 3.935e+00 1.301e-01 30.237 < 2e-16 ***
ORIGIN_GRID2044 4.652e+00 1.300e-01 35.794 < 2e-16 ***
ORIGIN_GRID2045 3.137e-01 1.460e-01 2.148 0.031698 *
ORIGIN_GRID2046 4.601e+00 1.300e-01 35.399 < 2e-16 ***
ORIGIN_GRID2047 4.368e+00 1.300e-01 33.593 < 2e-16 ***
ORIGIN_GRID2048 4.656e+00 1.300e-01 35.816 < 2e-16 ***
ORIGIN_GRID2049 3.749e+00 1.306e-01 28.712 < 2e-16 ***
ORIGIN_GRID2064 4.596e+00 1.300e-01 35.351 < 2e-16 ***
ORIGIN_GRID2065 3.086e+00 1.302e-01 23.707 < 2e-16 ***
ORIGIN_GRID2066 2.458e+00 1.319e-01 18.636 < 2e-16 ***
ORIGIN_GRID2067 5.862e+00 1.299e-01 45.116 < 2e-16 ***
ORIGIN_GRID2068 4.179e+00 1.301e-01 32.121 < 2e-16 ***
ORIGIN_GRID2069 4.546e+00 1.300e-01 34.962 < 2e-16 ***
ORIGIN_GRID2085 3.506e+00 1.302e-01 26.918 < 2e-16 ***
ORIGIN_GRID2086 4.948e+00 1.300e-01 38.068 < 2e-16 ***
ORIGIN_GRID2087 3.587e+00 1.301e-01 27.571 < 2e-16 ***
ORIGIN_GRID2088 4.261e+00 1.300e-01 32.780 < 2e-16 ***
ORIGIN_GRID2089 4.010e+00 1.301e-01 30.829 < 2e-16 ***
ORIGIN_GRID2090 5.561e+00 1.300e-01 42.790 < 2e-16 ***
ORIGIN_GRID2091 8.870e-01 1.453e-01 6.103 1.04e-09 ***
ORIGIN_GRID2105 1.648e+00 1.646e-01 10.014 < 2e-16 ***
ORIGIN_GRID2106 1.822e+00 1.313e-01 13.885 < 2e-16 ***
ORIGIN_GRID2107 3.020e+00 1.302e-01 23.196 < 2e-16 ***
ORIGIN_GRID2108 4.231e+00 1.300e-01 32.537 < 2e-16 ***
ORIGIN_GRID2109 4.309e+00 1.300e-01 33.147 < 2e-16 ***
ORIGIN_GRID2110 3.749e+00 1.301e-01 28.814 < 2e-16 ***
ORIGIN_GRID2111 1.164e+00 1.356e-01 8.581 < 2e-16 ***
ORIGIN_GRID2128 2.678e+00 1.306e-01 20.503 < 2e-16 ***
ORIGIN_GRID2129 2.086e+00 1.308e-01 15.953 < 2e-16 ***
ORIGIN_GRID2130 4.780e+00 1.300e-01 36.779 < 2e-16 ***
ORIGIN_GRID2131 5.106e+00 1.300e-01 39.278 < 2e-16 ***
ORIGIN_GRID2132 4.067e+00 1.300e-01 31.272 < 2e-16 ***
ORIGIN_GRID2148 3.568e+00 1.304e-01 27.365 < 2e-16 ***
ORIGIN_GRID2149 2.048e+00 1.309e-01 15.653 < 2e-16 ***
ORIGIN_GRID2150 4.684e+00 1.300e-01 36.030 < 2e-16 ***
ORIGIN_GRID2151 5.139e+00 1.300e-01 39.546 < 2e-16 ***
ORIGIN_GRID2152 5.336e+00 1.300e-01 41.055 < 2e-16 ***
ORIGIN_GRID2153 4.668e+00 1.300e-01 35.902 < 2e-16 ***
ORIGIN_GRID2171 3.655e+00 1.301e-01 28.094 < 2e-16 ***
ORIGIN_GRID2172 3.757e+00 1.301e-01 28.871 < 2e-16 ***
ORIGIN_GRID2173 4.302e+00 1.300e-01 33.090 < 2e-16 ***
ORIGIN_GRID2174 4.592e+00 1.300e-01 35.319 < 2e-16 ***
ORIGIN_GRID2191 3.118e+00 1.303e-01 23.927 < 2e-16 ***
ORIGIN_GRID2192 3.041e+00 1.304e-01 23.330 < 2e-16 ***
ORIGIN_GRID2193 3.985e+00 1.301e-01 30.645 < 2e-16 ***
ORIGIN_GRID2194 4.433e+00 1.300e-01 34.095 < 2e-16 ***
ORIGIN_GRID2195 3.811e+00 1.315e-01 28.987 < 2e-16 ***
ORIGIN_GRID2212 8.446e-01 1.539e-01 5.487 4.10e-08 ***
ORIGIN_GRID2213 1.070e+00 1.351e-01 7.921 2.35e-15 ***
ORIGIN_GRID2214 1.478e+00 1.326e-01 11.143 < 2e-16 ***
ORIGIN_GRID2215 4.107e+00 1.301e-01 31.571 < 2e-16 ***
ORIGIN_GRID2216 3.080e+00 1.304e-01 23.628 < 2e-16 ***
ORIGIN_GRID2233 1.117e+00 1.372e-01 8.140 3.95e-16 ***
ORIGIN_GRID2234 2.922e+00 1.314e-01 22.237 < 2e-16 ***
ORIGIN_GRID2235 2.943e+00 1.305e-01 22.542 < 2e-16 ***
ORIGIN_GRID2236 2.833e+00 1.305e-01 21.701 < 2e-16 ***
ORIGIN_GRID2237 5.624e-01 1.426e-01 3.943 8.05e-05 ***
ORIGIN_GRID2256 5.904e-01 1.367e-01 4.320 1.56e-05 ***
ORIGIN_GRID2257 2.557e+00 1.314e-01 19.467 < 2e-16 ***
ORIGIN_GRID2258 2.102e+00 1.309e-01 16.057 < 2e-16 ***
ORIGIN_GRID2259 1.870e+00 1.342e-01 13.940 < 2e-16 ***
ORIGIN_GRID2277 2.676e+00 1.352e-01 19.796 < 2e-16 ***
ORIGIN_GRID2278 3.174e+00 1.308e-01 24.259 < 2e-16 ***
ORIGIN_GRID2279 1.703e+00 1.314e-01 12.957 < 2e-16 ***
ORIGIN_GRID2280 -3.361e-01 1.706e-01 -1.970 0.048793 *
ORIGIN_GRID2297 4.671e+00 1.302e-01 35.872 < 2e-16 ***
ORIGIN_GRID2300 3.848e-01 1.468e-01 2.621 0.008779 **
ORIGIN_GRID2301 2.099e+00 1.313e-01 15.992 < 2e-16 ***
ORIGIN_GRID2318 2.670e+00 1.312e-01 20.355 < 2e-16 ***
ORIGIN_GRID2319 3.339e+00 1.303e-01 25.622 < 2e-16 ***
ORIGIN_GRID2322 3.294e+00 1.305e-01 25.252 < 2e-16 ***
ORIGIN_GRID2337 4.252e+00 1.310e-01 32.448 < 2e-16 ***
ORIGIN_GRID2341 3.805e+00 1.302e-01 29.211 < 2e-16 ***
ORIGIN_GRID2343 2.547e+00 1.306e-01 19.497 < 2e-16 ***
ORIGIN_GRID2361 3.420e+00 1.304e-01 26.222 < 2e-16 ***
ORIGIN_GRID2364 -5.040e-01 1.513e-01 -3.332 0.000861 ***
ORIGIN_GRID2379 3.389e+00 1.315e-01 25.776 < 2e-16 ***
ORIGIN_GRID2384 2.494e+00 1.308e-01 19.071 < 2e-16 ***
ORIGIN_GRID2405 2.194e+00 1.308e-01 16.774 < 2e-16 ***
ORIGIN_GRID2406 8.910e-01 1.341e-01 6.645 3.03e-11 ***
ORIGIN_GRID2426 1.766e+00 1.326e-01 13.322 < 2e-16 ***
ORIGIN_GRID2427 3.294e+00 1.304e-01 25.268 < 2e-16 ***
ORIGIN_GRID2505 3.738e+00 1.357e-01 27.544 < 2e-16 ***
DESTIN_GRID44 1.353e+00 5.545e-02 24.409 < 2e-16 ***
DESTIN_GRID46 4.743e-01 5.472e-02 8.668 < 2e-16 ***
DESTIN_GRID66 -3.934e-01 6.856e-02 -5.739 9.53e-09 ***
DESTIN_GRID67 3.363e-01 5.306e-02 6.337 2.34e-10 ***
DESTIN_GRID68 8.304e-02 5.489e-02 1.513 0.130292
DESTIN_GRID86 4.696e-01 6.124e-02 7.669 1.73e-14 ***
DESTIN_GRID87 -3.144e+00 9.891e-02 -31.787 < 2e-16 ***
DESTIN_GRID88 -1.280e-01 5.402e-02 -2.369 0.017848 *
DESTIN_GRID89 -7.046e-01 5.553e-02 -12.689 < 2e-16 ***
DESTIN_GRID90 -3.904e+00 7.091e-01 -5.505 3.68e-08 ***
DESTIN_GRID109 -6.235e-01 5.639e-02 -11.058 < 2e-16 ***
DESTIN_GRID110 -3.238e+00 1.141e-01 -28.386 < 2e-16 ***
DESTIN_GRID111 9.807e-01 5.238e-02 18.723 < 2e-16 ***
DESTIN_GRID112 -2.522e+00 6.042e-02 -41.746 < 2e-16 ***
DESTIN_GRID128 1.181e+00 5.609e-02 21.053 < 2e-16 ***
DESTIN_GRID129 -4.517e+00 1.433e-01 -31.516 < 2e-16 ***
DESTIN_GRID130 -6.639e-01 5.571e-02 -11.918 < 2e-16 ***
DESTIN_GRID131 -1.453e+00 5.575e-02 -26.069 < 2e-16 ***
DESTIN_GRID132 -9.197e-01 5.301e-02 -17.349 < 2e-16 ***
DESTIN_GRID133 -8.086e-01 5.238e-02 -15.437 < 2e-16 ***
DESTIN_GRID134 -7.912e-01 5.223e-02 -15.148 < 2e-16 ***
DESTIN_GRID150 -4.372e-01 6.114e-02 -7.151 8.59e-13 ***
DESTIN_GRID151 -5.919e-01 5.592e-02 -10.584 < 2e-16 ***
DESTIN_GRID152 4.001e-01 5.318e-02 7.523 5.34e-14 ***
DESTIN_GRID153 -1.067e-01 5.292e-02 -2.017 0.043701 *
DESTIN_GRID154 -2.273e+00 5.801e-02 -39.179 < 2e-16 ***
DESTIN_GRID155 -1.848e+00 5.426e-02 -34.058 < 2e-16 ***
DESTIN_GRID156 -1.760e+00 5.530e-02 -31.820 < 2e-16 ***
DESTIN_GRID172 -1.657e+00 6.723e-02 -24.643 < 2e-16 ***
DESTIN_GRID174 -1.187e+00 5.327e-02 -22.278 < 2e-16 ***
DESTIN_GRID175 -7.329e-01 5.199e-02 -14.097 < 2e-16 ***
DESTIN_GRID176 -2.147e+00 5.861e-02 -36.631 < 2e-16 ***
DESTIN_GRID195 -2.500e+00 5.927e-02 -42.187 < 2e-16 ***
DESTIN_GRID196 -1.056e+00 5.203e-02 -20.286 < 2e-16 ***
DESTIN_GRID197 -4.345e+00 9.109e-02 -47.694 < 2e-16 ***
DESTIN_GRID215 -5.139e-01 5.896e-02 -8.716 < 2e-16 ***
DESTIN_GRID216 -6.091e-01 5.326e-02 -11.436 < 2e-16 ***
DESTIN_GRID217 -3.500e-01 5.191e-02 -6.743 1.55e-11 ***
DESTIN_GRID237 -2.717e+00 5.968e-02 -45.526 < 2e-16 ***
DESTIN_GRID238 -1.659e+00 5.326e-02 -31.138 < 2e-16 ***
DESTIN_GRID239 -1.945e+00 5.935e-02 -32.773 < 2e-16 ***
DESTIN_GRID257 2.842e-01 5.374e-02 5.289 1.23e-07 ***
DESTIN_GRID258 -1.576e+00 5.466e-02 -28.837 < 2e-16 ***
DESTIN_GRID259 -4.795e-01 5.249e-02 -9.136 < 2e-16 ***
DESTIN_GRID278 6.942e-01 5.315e-02 13.060 < 2e-16 ***
DESTIN_GRID279 -1.042e+00 5.284e-02 -19.729 < 2e-16 ***
DESTIN_GRID280 -8.075e-01 5.267e-02 -15.331 < 2e-16 ***
DESTIN_GRID298 -3.668e+00 1.390e-01 -26.394 < 2e-16 ***
DESTIN_GRID299 -7.313e-01 5.355e-02 -13.656 < 2e-16 ***
DESTIN_GRID300 -1.315e+00 5.388e-02 -24.410 < 2e-16 ***
DESTIN_GRID320 4.453e-01 5.317e-02 8.374 < 2e-16 ***
DESTIN_GRID321 -1.688e+00 5.640e-02 -29.923 < 2e-16 ***
DESTIN_GRID322 -4.476e-01 5.252e-02 -8.522 < 2e-16 ***
DESTIN_GRID340 1.319e+00 5.235e-02 25.200 < 2e-16 ***
DESTIN_GRID341 -1.948e-01 5.257e-02 -3.706 0.000210 ***
DESTIN_GRID342 -5.796e-01 5.226e-02 -11.092 < 2e-16 ***
DESTIN_GRID363 -5.925e-01 5.290e-02 -11.200 < 2e-16 ***
DESTIN_GRID364 -6.069e-01 5.179e-02 -11.718 < 2e-16 ***
DESTIN_GRID383 4.628e-01 5.200e-02 8.899 < 2e-16 ***
DESTIN_GRID384 -8.137e-01 5.190e-02 -15.677 < 2e-16 ***
DESTIN_GRID385 -1.753e+00 5.330e-02 -32.897 < 2e-16 ***
DESTIN_GRID404 5.434e-01 5.277e-02 10.298 < 2e-16 ***
DESTIN_GRID405 -2.625e-01 5.228e-02 -5.021 5.14e-07 ***
DESTIN_GRID406 2.087e-01 5.151e-02 4.051 5.09e-05 ***
DESTIN_GRID407 3.893e-02 5.191e-02 0.750 0.453317
DESTIN_GRID408 1.161e+00 5.152e-02 22.531 < 2e-16 ***
DESTIN_GRID425 -1.832e+00 5.676e-02 -32.265 < 2e-16 ***
DESTIN_GRID426 -1.266e+00 5.223e-02 -24.236 < 2e-16 ***
DESTIN_GRID427 -3.703e+00 5.627e-02 -65.807 < 2e-16 ***
DESTIN_GRID428 -1.011e+00 5.229e-02 -19.335 < 2e-16 ***
DESTIN_GRID429 -1.379e+00 5.564e-02 -24.775 < 2e-16 ***
DESTIN_GRID446 -6.078e-01 5.600e-02 -10.854 < 2e-16 ***
DESTIN_GRID447 -1.479e+00 5.395e-02 -27.407 < 2e-16 ***
DESTIN_GRID448 -1.775e+00 5.251e-02 -33.799 < 2e-16 ***
DESTIN_GRID449 -1.082e+00 5.178e-02 -20.901 < 2e-16 ***
DESTIN_GRID450 -1.508e+00 5.255e-02 -28.692 < 2e-16 ***
DESTIN_GRID468 -1.070e+00 5.233e-02 -20.454 < 2e-16 ***
DESTIN_GRID469 -1.612e+00 5.196e-02 -31.030 < 2e-16 ***
DESTIN_GRID470 -1.244e+00 5.174e-02 -24.040 < 2e-16 ***
DESTIN_GRID471 -1.121e+00 5.361e-02 -20.915 < 2e-16 ***
DESTIN_GRID488 -7.432e-01 5.591e-02 -13.293 < 2e-16 ***
DESTIN_GRID489 -2.791e+00 6.878e-02 -40.573 < 2e-16 ***
DESTIN_GRID490 -8.301e-01 5.196e-02 -15.978 < 2e-16 ***
DESTIN_GRID491 -3.143e+00 5.341e-02 -58.843 < 2e-16 ***
DESTIN_GRID493 -3.751e+00 7.067e-02 -53.076 < 2e-16 ***
DESTIN_GRID494 -1.935e+00 5.609e-02 -34.493 < 2e-16 ***
DESTIN_GRID509 -3.631e-01 5.347e-02 -6.792 1.11e-11 ***
DESTIN_GRID510 -5.559e-01 5.221e-02 -10.648 < 2e-16 ***
DESTIN_GRID511 -1.316e+00 5.172e-02 -25.448 < 2e-16 ***
DESTIN_GRID512 -1.525e+00 5.171e-02 -29.503 < 2e-16 ***
DESTIN_GRID513 -3.488e-01 5.186e-02 -6.726 1.75e-11 ***
DESTIN_GRID514 -8.357e-01 5.267e-02 -15.868 < 2e-16 ***
DESTIN_GRID515 -2.203e+00 5.953e-02 -37.001 < 2e-16 ***
DESTIN_GRID530 -9.910e-01 5.871e-02 -16.880 < 2e-16 ***
DESTIN_GRID531 1.264e+00 5.167e-02 24.465 < 2e-16 ***
DESTIN_GRID532 -1.128e+00 5.202e-02 -21.683 < 2e-16 ***
DESTIN_GRID533 8.058e-02 5.140e-02 1.568 0.116953
DESTIN_GRID534 -1.279e+00 5.170e-02 -24.739 < 2e-16 ***
DESTIN_GRID536 -1.710e+00 5.428e-02 -31.496 < 2e-16 ***
DESTIN_GRID537 -2.480e+00 6.141e-02 -40.385 < 2e-16 ***
DESTIN_GRID538 -2.844e+00 6.713e-02 -42.359 < 2e-16 ***
DESTIN_GRID539 -5.045e+00 2.552e-01 -19.764 < 2e-16 ***
DESTIN_GRID551 -3.811e-01 5.424e-02 -7.026 2.12e-12 ***
DESTIN_GRID552 5.306e-02 5.236e-02 1.013 0.310905
DESTIN_GRID553 -1.915e+00 5.200e-02 -36.824 < 2e-16 ***
DESTIN_GRID554 -1.876e+00 5.174e-02 -36.254 < 2e-16 ***
DESTIN_GRID555 -6.571e-01 5.185e-02 -12.674 < 2e-16 ***
DESTIN_GRID559 -3.036e+00 7.394e-02 -41.066 < 2e-16 ***
DESTIN_GRID560 -5.766e-01 5.390e-02 -10.696 < 2e-16 ***
DESTIN_GRID561 -3.009e+00 8.251e-02 -36.467 < 2e-16 ***
DESTIN_GRID572 -1.315e+00 6.171e-02 -21.304 < 2e-16 ***
DESTIN_GRID573 4.108e-01 5.232e-02 7.852 4.08e-15 ***
DESTIN_GRID574 -1.465e+00 5.360e-02 -27.338 < 2e-16 ***
DESTIN_GRID575 1.151e+00 5.136e-02 22.403 < 2e-16 ***
DESTIN_GRID576 -1.522e+00 5.169e-02 -29.443 < 2e-16 ***
DESTIN_GRID578 -4.965e+00 1.103e-01 -45.013 < 2e-16 ***
DESTIN_GRID582 -3.188e+00 8.018e-02 -39.757 < 2e-16 ***
DESTIN_GRID583 -4.729e+00 1.914e-01 -24.711 < 2e-16 ***
DESTIN_GRID584 -1.605e+00 6.209e-02 -25.848 < 2e-16 ***
DESTIN_GRID593 -1.894e+00 5.712e-02 -33.162 < 2e-16 ***
DESTIN_GRID594 -5.892e-01 5.308e-02 -11.101 < 2e-16 ***
DESTIN_GRID595 -8.107e-01 5.164e-02 -15.698 < 2e-16 ***
DESTIN_GRID596 -1.349e+00 5.156e-02 -26.173 < 2e-16 ***
DESTIN_GRID597 -1.898e+00 5.356e-02 -35.434 < 2e-16 ***
DESTIN_GRID603 -2.746e+00 7.283e-02 -37.695 < 2e-16 ***
DESTIN_GRID604 -2.291e+00 7.152e-02 -32.037 < 2e-16 ***
DESTIN_GRID615 -1.516e+00 5.333e-02 -28.416 < 2e-16 ***
DESTIN_GRID616 -9.796e-01 5.206e-02 -18.819 < 2e-16 ***
DESTIN_GRID617 -2.140e+00 5.211e-02 -41.075 < 2e-16 ***
DESTIN_GRID618 -1.447e+00 5.169e-02 -28.001 < 2e-16 ***
DESTIN_GRID620 -1.420e+00 5.254e-02 -27.023 < 2e-16 ***
DESTIN_GRID637 -1.561e+00 5.244e-02 -29.765 < 2e-16 ***
DESTIN_GRID638 -1.422e+00 5.163e-02 -27.550 < 2e-16 ***
DESTIN_GRID657 -1.797e-01 5.181e-02 -3.469 0.000522 ***
DESTIN_GRID658 -8.457e-01 5.168e-02 -16.362 < 2e-16 ***
DESTIN_GRID659 -1.168e+00 5.165e-02 -22.615 < 2e-16 ***
DESTIN_GRID660 -5.273e-01 5.148e-02 -10.243 < 2e-16 ***
DESTIN_GRID662 -1.277e+00 5.266e-02 -24.245 < 2e-16 ***
DESTIN_GRID677 -9.443e-02 5.217e-02 -1.810 0.070321 .
DESTIN_GRID678 -2.034e+00 5.316e-02 -38.266 < 2e-16 ***
DESTIN_GRID679 -5.188e-01 5.156e-02 -10.061 < 2e-16 ***
DESTIN_GRID680 8.946e-01 5.139e-02 17.406 < 2e-16 ***
DESTIN_GRID681 -2.839e+00 5.432e-02 -52.261 < 2e-16 ***
DESTIN_GRID699 -7.667e-01 5.211e-02 -14.714 < 2e-16 ***
DESTIN_GRID700 -1.129e+00 5.179e-02 -21.795 < 2e-16 ***
DESTIN_GRID701 -3.434e+00 5.490e-02 -62.547 < 2e-16 ***
DESTIN_GRID702 -8.271e-01 5.153e-02 -16.049 < 2e-16 ***
DESTIN_GRID704 -1.821e+00 5.248e-02 -34.693 < 2e-16 ***
DESTIN_GRID722 -1.769e+00 5.207e-02 -33.978 < 2e-16 ***
DESTIN_GRID725 -3.986e+00 5.767e-02 -69.110 < 2e-16 ***
DESTIN_GRID741 -1.434e-01 5.185e-02 -2.765 0.005687 **
DESTIN_GRID743 -3.603e+00 5.531e-02 -65.134 < 2e-16 ***
DESTIN_GRID744 -7.948e-01 5.155e-02 -15.419 < 2e-16 ***
DESTIN_GRID761 1.527e-01 5.203e-02 2.934 0.003349 **
DESTIN_GRID762 -1.848e+00 5.304e-02 -34.839 < 2e-16 ***
DESTIN_GRID763 -3.348e+00 5.504e-02 -60.837 < 2e-16 ***
DESTIN_GRID764 -2.722e-01 5.146e-02 -5.289 1.23e-07 ***
DESTIN_GRID765 -1.264e+00 5.223e-02 -24.205 < 2e-16 ***
DESTIN_GRID767 -1.415e+00 5.178e-02 -27.323 < 2e-16 ***
DESTIN_GRID772 -2.494e+00 6.406e-02 -38.940 < 2e-16 ***
DESTIN_GRID784 -3.233e+00 5.558e-02 -58.172 < 2e-16 ***
DESTIN_GRID785 -1.284e+00 5.163e-02 -24.878 < 2e-16 ***
DESTIN_GRID786 -1.256e+00 5.158e-02 -24.341 < 2e-16 ***
DESTIN_GRID787 -2.062e+00 5.248e-02 -39.296 < 2e-16 ***
DESTIN_GRID788 -3.272e+00 5.330e-02 -61.381 < 2e-16 ***
DESTIN_GRID789 -3.630e+00 5.410e-02 -67.089 < 2e-16 ***
DESTIN_GRID803 -1.080e+00 5.320e-02 -20.292 < 2e-16 ***
DESTIN_GRID804 -4.639e-01 5.172e-02 -8.971 < 2e-16 ***
DESTIN_GRID805 5.102e-01 5.142e-02 9.923 < 2e-16 ***
DESTIN_GRID806 -1.405e+00 5.165e-02 -27.204 < 2e-16 ***
DESTIN_GRID807 -1.286e+00 5.179e-02 -24.827 < 2e-16 ***
DESTIN_GRID808 -2.875e+00 5.427e-02 -52.974 < 2e-16 ***
DESTIN_GRID809 -1.565e+00 5.161e-02 -30.323 < 2e-16 ***
DESTIN_GRID810 -1.937e+00 5.198e-02 -37.265 < 2e-16 ***
DESTIN_GRID814 -1.465e+00 5.502e-02 -26.621 < 2e-16 ***
DESTIN_GRID824 -8.155e-01 5.309e-02 -15.361 < 2e-16 ***
DESTIN_GRID826 -1.085e+00 5.168e-02 -20.991 < 2e-16 ***
DESTIN_GRID827 -1.387e+00 5.172e-02 -26.812 < 2e-16 ***
DESTIN_GRID828 -1.167e+00 5.157e-02 -22.637 < 2e-16 ***
DESTIN_GRID829 -1.686e+00 5.193e-02 -32.476 < 2e-16 ***
DESTIN_GRID830 -3.033e+00 5.287e-02 -57.371 < 2e-16 ***
DESTIN_GRID831 3.474e-01 5.142e-02 6.756 1.42e-11 ***
DESTIN_GRID832 -5.185e-02 5.152e-02 -1.006 0.314213
DESTIN_GRID835 -1.886e+00 5.529e-02 -34.114 < 2e-16 ***
DESTIN_GRID844 -1.092e+00 5.440e-02 -20.067 < 2e-16 ***
DESTIN_GRID846 -1.087e+00 5.180e-02 -20.984 < 2e-16 ***
DESTIN_GRID847 -3.338e-01 5.153e-02 -6.477 9.34e-11 ***
DESTIN_GRID848 -1.598e+00 5.173e-02 -30.891 < 2e-16 ***
DESTIN_GRID849 -2.308e+00 5.198e-02 -44.394 < 2e-16 ***
DESTIN_GRID850 -1.414e+00 5.163e-02 -27.384 < 2e-16 ***
DESTIN_GRID851 -1.901e+00 5.171e-02 -36.756 < 2e-16 ***
DESTIN_GRID852 -2.106e+00 5.199e-02 -40.502 < 2e-16 ***
DESTIN_GRID853 -9.505e-01 5.203e-02 -18.268 < 2e-16 ***
DESTIN_GRID854 -1.138e+00 5.322e-02 -21.393 < 2e-16 ***
DESTIN_GRID855 -2.136e+00 5.501e-02 -38.821 < 2e-16 ***
DESTIN_GRID856 -2.746e+00 5.994e-02 -45.813 < 2e-16 ***
DESTIN_GRID866 -3.559e-01 5.227e-02 -6.809 9.81e-12 ***
DESTIN_GRID867 2.024e-01 5.154e-02 3.926 8.62e-05 ***
DESTIN_GRID868 -1.902e-01 5.160e-02 -3.686 0.000228 ***
DESTIN_GRID869 6.098e-01 5.159e-02 11.820 < 2e-16 ***
DESTIN_GRID870 1.590e-01 5.142e-02 3.093 0.001982 **
DESTIN_GRID871 7.897e-02 5.150e-02 1.533 0.125177
DESTIN_GRID872 -1.412e+00 5.164e-02 -27.341 < 2e-16 ***
DESTIN_GRID873 -1.880e+00 5.194e-02 -36.207 < 2e-16 ***
DESTIN_GRID874 -3.262e+00 5.303e-02 -61.523 < 2e-16 ***
DESTIN_GRID875 -2.604e+00 5.795e-02 -44.946 < 2e-16 ***
DESTIN_GRID876 -2.266e+00 5.449e-02 -41.582 < 2e-16 ***
DESTIN_GRID877 -1.589e+00 5.325e-02 -29.834 < 2e-16 ***
DESTIN_GRID887 -1.139e+00 5.208e-02 -21.874 < 2e-16 ***
DESTIN_GRID888 -2.358e+00 5.308e-02 -44.414 < 2e-16 ***
DESTIN_GRID889 -1.656e+00 5.287e-02 -31.313 < 2e-16 ***
DESTIN_GRID890 -7.217e-01 5.157e-02 -13.995 < 2e-16 ***
DESTIN_GRID891 -2.423e+00 5.348e-02 -45.311 < 2e-16 ***
DESTIN_GRID893 -1.029e+00 5.153e-02 -19.968 < 2e-16 ***
DESTIN_GRID894 -2.671e+00 5.254e-02 -50.838 < 2e-16 ***
DESTIN_GRID895 -1.457e+00 5.213e-02 -27.959 < 2e-16 ***
DESTIN_GRID896 -3.849e+00 6.046e-02 -63.669 < 2e-16 ***
DESTIN_GRID897 -3.843e+00 5.898e-02 -65.154 < 2e-16 ***
DESTIN_GRID898 -1.652e+00 5.387e-02 -30.662 < 2e-16 ***
DESTIN_GRID908 -2.440e-01 5.243e-02 -4.654 3.26e-06 ***
DESTIN_GRID909 -1.103e+00 5.170e-02 -21.341 < 2e-16 ***
DESTIN_GRID910 -2.135e+00 5.260e-02 -40.585 < 2e-16 ***
DESTIN_GRID911 7.110e-02 5.150e-02 1.381 0.167412
DESTIN_GRID912 -1.644e+00 5.183e-02 -31.711 < 2e-16 ***
DESTIN_GRID915 -1.582e+00 5.167e-02 -30.622 < 2e-16 ***
DESTIN_GRID917 -2.059e-01 5.164e-02 -3.988 6.68e-05 ***
DESTIN_GRID918 -4.581e+00 6.435e-02 -71.184 < 2e-16 ***
DESTIN_GRID919 -2.823e+00 5.345e-02 -52.810 < 2e-16 ***
DESTIN_GRID928 -2.211e+00 5.427e-02 -40.750 < 2e-16 ***
DESTIN_GRID929 -1.293e+00 5.182e-02 -24.956 < 2e-16 ***
DESTIN_GRID930 -2.212e-02 5.147e-02 -0.430 0.667311
DESTIN_GRID931 -1.590e+00 5.235e-02 -30.373 < 2e-16 ***
DESTIN_GRID932 -3.317e+00 5.666e-02 -58.537 < 2e-16 ***
DESTIN_GRID933 -1.232e+00 5.190e-02 -23.731 < 2e-16 ***
DESTIN_GRID934 -1.607e+00 5.192e-02 -30.953 < 2e-16 ***
DESTIN_GRID935 3.943e-01 5.141e-02 7.670 1.73e-14 ***
DESTIN_GRID938 -5.528e+00 1.578e-01 -35.044 < 2e-16 ***
DESTIN_GRID939 7.060e-01 5.149e-02 13.713 < 2e-16 ***
DESTIN_GRID940 -3.310e+00 5.480e-02 -60.400 < 2e-16 ***
DESTIN_GRID949 -1.835e+00 5.332e-02 -34.416 < 2e-16 ***
DESTIN_GRID950 1.818e-01 5.157e-02 3.525 0.000424 ***
DESTIN_GRID951 9.064e-01 5.141e-02 17.630 < 2e-16 ***
DESTIN_GRID952 -6.718e-01 5.189e-02 -12.946 < 2e-16 ***
DESTIN_GRID953 -1.182e+00 5.207e-02 -22.697 < 2e-16 ***
DESTIN_GRID954 -3.084e+00 5.395e-02 -57.166 < 2e-16 ***
DESTIN_GRID955 -2.648e-01 5.152e-02 -5.140 2.75e-07 ***
DESTIN_GRID956 -2.292e+00 5.215e-02 -43.941 < 2e-16 ***
DESTIN_GRID957 -2.123e+00 5.206e-02 -40.774 < 2e-16 ***
DESTIN_GRID959 -1.647e+00 5.495e-02 -29.968 < 2e-16 ***
DESTIN_GRID961 -2.200e+00 5.274e-02 -41.708 < 2e-16 ***
DESTIN_GRID962 -9.050e-02 5.162e-02 -1.753 0.079584 .
DESTIN_GRID970 -7.384e-01 5.181e-02 -14.252 < 2e-16 ***
DESTIN_GRID971 -4.369e-01 5.153e-02 -8.478 < 2e-16 ***
DESTIN_GRID972 -1.253e+00 5.181e-02 -24.188 < 2e-16 ***
DESTIN_GRID974 -1.634e+00 5.235e-02 -31.208 < 2e-16 ***
DESTIN_GRID975 -2.936e+00 5.384e-02 -54.528 < 2e-16 ***
DESTIN_GRID976 -2.305e+00 5.243e-02 -43.969 < 2e-16 ***
DESTIN_GRID977 -1.874e+00 5.175e-02 -36.218 < 2e-16 ***
DESTIN_GRID978 -2.218e+00 5.244e-02 -42.295 < 2e-16 ***
DESTIN_GRID982 -2.793e+00 5.251e-02 -53.185 < 2e-16 ***
DESTIN_GRID983 -1.037e+01 1.001e+00 -10.353 < 2e-16 ***
DESTIN_GRID991 -3.820e-01 5.178e-02 -7.377 1.62e-13 ***
DESTIN_GRID992 -3.826e-01 5.165e-02 -7.408 1.28e-13 ***
DESTIN_GRID993 -1.909e+00 5.217e-02 -36.584 < 2e-16 ***
DESTIN_GRID994 -2.010e+00 5.266e-02 -38.170 < 2e-16 ***
DESTIN_GRID995 -1.266e+00 5.194e-02 -24.375 < 2e-16 ***
DESTIN_GRID996 -1.965e+00 5.254e-02 -37.408 < 2e-16 ***
DESTIN_GRID997 -1.726e+00 5.294e-02 -32.605 < 2e-16 ***
DESTIN_GRID998 -1.317e+00 5.170e-02 -25.467 < 2e-16 ***
DESTIN_GRID999 -2.401e+00 5.229e-02 -45.920 < 2e-16 ***
DESTIN_GRID1001 -1.458e+00 5.373e-02 -27.138 < 2e-16 ***
DESTIN_GRID1003 1.066e-01 5.147e-02 2.071 0.038370 *
DESTIN_GRID1004 -1.144e+00 5.161e-02 -22.168 < 2e-16 ***
DESTIN_GRID1011 -9.656e-01 5.271e-02 -18.319 < 2e-16 ***
DESTIN_GRID1012 3.236e-01 5.176e-02 6.252 4.05e-10 ***
DESTIN_GRID1013 -7.124e-01 5.181e-02 -13.750 < 2e-16 ***
DESTIN_GRID1014 -2.547e+00 5.377e-02 -47.366 < 2e-16 ***
DESTIN_GRID1015 2.401e-02 5.154e-02 0.466 0.641294
DESTIN_GRID1016 2.158e-01 5.148e-02 4.191 2.78e-05 ***
DESTIN_GRID1018 -2.217e+00 5.274e-02 -42.040 < 2e-16 ***
DESTIN_GRID1019 -1.270e+00 5.169e-02 -24.569 < 2e-16 ***
DESTIN_GRID1023 -2.249e+00 5.296e-02 -42.474 < 2e-16 ***
DESTIN_GRID1024 -1.264e+00 5.172e-02 -24.432 < 2e-16 ***
DESTIN_GRID1025 -6.038e+00 9.627e-02 -62.726 < 2e-16 ***
DESTIN_GRID1033 -5.120e-02 5.169e-02 -0.991 0.321889
DESTIN_GRID1034 1.315e-01 5.155e-02 2.550 0.010764 *
DESTIN_GRID1035 2.325e-02 5.156e-02 0.451 0.652020
DESTIN_GRID1036 1.410e-01 5.153e-02 2.736 0.006222 **
DESTIN_GRID1037 -9.247e-01 5.171e-02 -17.881 < 2e-16 ***
DESTIN_GRID1043 -5.782e-01 5.242e-02 -11.031 < 2e-16 ***
DESTIN_GRID1045 -1.340e+00 5.168e-02 -25.924 < 2e-16 ***
DESTIN_GRID1046 -1.062e+00 5.168e-02 -20.551 < 2e-16 ***
DESTIN_GRID1053 5.597e-01 5.156e-02 10.856 < 2e-16 ***
DESTIN_GRID1054 1.423e-01 5.158e-02 2.758 0.005814 **
DESTIN_GRID1055 -1.128e+00 5.200e-02 -21.700 < 2e-16 ***
DESTIN_GRID1056 -1.582e+00 5.249e-02 -30.147 < 2e-16 ***
DESTIN_GRID1064 -3.849e+00 9.868e-02 -39.008 < 2e-16 ***
DESTIN_GRID1066 -5.284e-01 5.153e-02 -10.255 < 2e-16 ***
DESTIN_GRID1067 -5.943e-01 5.177e-02 -11.479 < 2e-16 ***
DESTIN_GRID1074 -1.593e+00 5.310e-02 -29.996 < 2e-16 ***
DESTIN_GRID1075 5.083e-03 5.170e-02 0.098 0.921682
DESTIN_GRID1076 -8.288e-01 5.181e-02 -15.996 < 2e-16 ***
DESTIN_GRID1077 -1.424e+00 5.223e-02 -27.255 < 2e-16 ***
DESTIN_GRID1079 -4.450e-01 5.166e-02 -8.614 < 2e-16 ***
DESTIN_GRID1085 -2.240e+00 7.182e-02 -31.183 < 2e-16 ***
DESTIN_GRID1087 -1.275e+00 5.173e-02 -24.639 < 2e-16 ***
DESTIN_GRID1088 -8.593e-01 5.163e-02 -16.643 < 2e-16 ***
DESTIN_GRID1094 -3.367e+00 7.267e-02 -46.336 < 2e-16 ***
DESTIN_GRID1095 -8.145e-01 5.325e-02 -15.295 < 2e-16 ***
DESTIN_GRID1096 -3.981e-01 5.348e-02 -7.443 9.86e-14 ***
DESTIN_GRID1097 2.952e-01 5.151e-02 5.732 9.92e-09 ***
DESTIN_GRID1098 -2.529e+00 5.568e-02 -45.418 < 2e-16 ***
DESTIN_GRID1099 -1.184e+00 5.195e-02 -22.796 < 2e-16 ***
DESTIN_GRID1105 8.240e-01 5.210e-02 15.814 < 2e-16 ***
DESTIN_GRID1106 -4.444e+00 1.087e-01 -40.881 < 2e-16 ***
DESTIN_GRID1107 -9.795e-01 5.190e-02 -18.874 < 2e-16 ***
DESTIN_GRID1108 1.255e+00 5.142e-02 24.403 < 2e-16 ***
DESTIN_GRID1109 -3.029e+00 5.540e-02 -54.668 < 2e-16 ***
DESTIN_GRID1116 -6.607e-01 5.204e-02 -12.696 < 2e-16 ***
DESTIN_GRID1117 -1.740e-01 5.184e-02 -3.357 0.000788 ***
DESTIN_GRID1118 -2.225e+00 5.419e-02 -41.055 < 2e-16 ***
DESTIN_GRID1119 -1.566e+00 5.241e-02 -29.887 < 2e-16 ***
DESTIN_GRID1120 -2.096e+00 5.404e-02 -38.782 < 2e-16 ***
DESTIN_GRID1129 -1.813e+00 5.193e-02 -34.907 < 2e-16 ***
DESTIN_GRID1130 -1.107e+00 5.165e-02 -21.433 < 2e-16 ***
DESTIN_GRID1131 4.035e-01 5.163e-02 7.815 5.51e-15 ***
DESTIN_GRID1136 6.364e-01 5.156e-02 12.342 < 2e-16 ***
DESTIN_GRID1138 -1.849e+00 5.404e-02 -34.212 < 2e-16 ***
DESTIN_GRID1139 -9.868e-01 5.181e-02 -19.048 < 2e-16 ***
DESTIN_GRID1141 -1.091e+00 5.195e-02 -20.997 < 2e-16 ***
DESTIN_GRID1148 -2.137e+00 5.886e-02 -36.308 < 2e-16 ***
DESTIN_GRID1149 -2.265e+00 5.310e-02 -42.648 < 2e-16 ***
DESTIN_GRID1150 -1.804e+00 5.179e-02 -34.834 < 2e-16 ***
DESTIN_GRID1151 -1.085e+00 5.177e-02 -20.958 < 2e-16 ***
DESTIN_GRID1158 -1.420e+00 5.247e-02 -27.058 < 2e-16 ***
DESTIN_GRID1159 -1.302e+00 5.211e-02 -24.981 < 2e-16 ***
DESTIN_GRID1160 2.764e-01 5.151e-02 5.366 8.05e-08 ***
DESTIN_GRID1171 -8.314e-01 5.169e-02 -16.085 < 2e-16 ***
DESTIN_GRID1172 4.563e-01 5.146e-02 8.866 < 2e-16 ***
DESTIN_GRID1173 -1.076e-01 5.162e-02 -2.084 0.037183 *
DESTIN_GRID1174 -2.315e+00 6.541e-02 -35.393 < 2e-16 ***
DESTIN_GRID1178 8.335e-01 5.147e-02 16.192 < 2e-16 ***
DESTIN_GRID1179 -1.933e-01 5.160e-02 -3.745 0.000180 ***
DESTIN_GRID1180 -1.419e-01 5.157e-02 -2.752 0.005918 **
DESTIN_GRID1181 -1.387e+00 5.207e-02 -26.642 < 2e-16 ***
DESTIN_GRID1183 2.276e-01 5.154e-02 4.416 1.00e-05 ***
DESTIN_GRID1190 -1.980e+00 5.741e-02 -34.494 < 2e-16 ***
DESTIN_GRID1192 -8.977e-01 5.164e-02 -17.383 < 2e-16 ***
DESTIN_GRID1193 -7.100e-01 5.165e-02 -13.747 < 2e-16 ***
DESTIN_GRID1194 -1.455e-01 5.172e-02 -2.813 0.004907 **
DESTIN_GRID1200 -5.113e-01 5.183e-02 -9.865 < 2e-16 ***
DESTIN_GRID1201 -8.594e-01 5.187e-02 -16.568 < 2e-16 ***
DESTIN_GRID1203 -8.588e-01 5.193e-02 -16.538 < 2e-16 ***
DESTIN_GRID1204 -1.150e+00 5.207e-02 -22.086 < 2e-16 ***
DESTIN_GRID1211 -5.437e+00 2.722e-01 -19.971 < 2e-16 ***
DESTIN_GRID1214 -1.778e+00 5.205e-02 -34.158 < 2e-16 ***
DESTIN_GRID1215 -1.441e+00 5.263e-02 -27.377 < 2e-16 ***
DESTIN_GRID1216 -6.013e-01 5.230e-02 -11.496 < 2e-16 ***
DESTIN_GRID1220 -3.524e-01 5.170e-02 -6.816 9.39e-12 ***
DESTIN_GRID1221 2.411e-01 5.151e-02 4.680 2.86e-06 ***
DESTIN_GRID1222 -1.066e+00 5.280e-02 -20.196 < 2e-16 ***
DESTIN_GRID1223 -1.431e+00 5.247e-02 -27.279 < 2e-16 ***
DESTIN_GRID1224 -9.000e-01 5.192e-02 -17.332 < 2e-16 ***
DESTIN_GRID1231 -3.450e+00 7.665e-02 -45.005 < 2e-16 ***
DESTIN_GRID1232 -1.536e+00 5.643e-02 -27.230 < 2e-16 ***
DESTIN_GRID1235 -1.028e+00 5.171e-02 -19.885 < 2e-16 ***
DESTIN_GRID1236 -1.043e+00 5.203e-02 -20.046 < 2e-16 ***
DESTIN_GRID1241 -1.710e+00 5.265e-02 -32.487 < 2e-16 ***
DESTIN_GRID1242 -1.196e+00 5.210e-02 -22.959 < 2e-16 ***
DESTIN_GRID1243 -6.389e-02 5.159e-02 -1.239 0.215524
DESTIN_GRID1246 -1.214e+00 5.204e-02 -23.328 < 2e-16 ***
DESTIN_GRID1256 -1.729e+00 5.207e-02 -33.205 < 2e-16 ***
DESTIN_GRID1257 -6.924e-01 5.175e-02 -13.380 < 2e-16 ***
DESTIN_GRID1258 3.429e-01 5.164e-02 6.640 3.14e-11 ***
DESTIN_GRID1262 -1.983e+00 5.303e-02 -37.390 < 2e-16 ***
DESTIN_GRID1263 4.221e-01 5.147e-02 8.202 2.36e-16 ***
DESTIN_GRID1264 -4.768e-01 5.185e-02 -9.196 < 2e-16 ***
DESTIN_GRID1265 -5.908e-01 5.194e-02 -11.376 < 2e-16 ***
DESTIN_GRID1266 -4.711e-01 5.177e-02 -9.100 < 2e-16 ***
DESTIN_GRID1267 -1.965e+00 5.402e-02 -36.375 < 2e-16 ***
DESTIN_GRID1272 -5.600e+00 1.168e-01 -47.957 < 2e-16 ***
DESTIN_GRID1273 -5.959e-01 5.185e-02 -11.492 < 2e-16 ***
DESTIN_GRID1277 -4.032e-01 5.157e-02 -7.818 5.37e-15 ***
DESTIN_GRID1278 -7.588e-01 5.174e-02 -14.667 < 2e-16 ***
DESTIN_GRID1283 8.938e-01 5.146e-02 17.367 < 2e-16 ***
DESTIN_GRID1284 4.375e-01 5.150e-02 8.496 < 2e-16 ***
DESTIN_GRID1285 1.356e-01 5.155e-02 2.630 0.008534 **
DESTIN_GRID1286 -8.059e-01 5.220e-02 -15.440 < 2e-16 ***
DESTIN_GRID1289 -3.193e+00 6.331e-02 -50.440 < 2e-16 ***
DESTIN_GRID1293 -4.755e+00 9.107e-02 -52.220 < 2e-16 ***
DESTIN_GRID1294 -6.646e-01 5.208e-02 -12.762 < 2e-16 ***
DESTIN_GRID1295 -3.187e+00 5.673e-02 -56.176 < 2e-16 ***
DESTIN_GRID1298 -1.273e+00 5.183e-02 -24.559 < 2e-16 ***
DESTIN_GRID1299 -1.444e+00 5.210e-02 -27.721 < 2e-16 ***
DESTIN_GRID1304 -1.929e-01 5.167e-02 -3.733 0.000189 ***
DESTIN_GRID1305 -4.964e-02 5.152e-02 -0.963 0.335329
DESTIN_GRID1307 -1.379e+00 5.434e-02 -25.387 < 2e-16 ***
DESTIN_GRID1308 -2.645e-01 5.164e-02 -5.122 3.02e-07 ***
DESTIN_GRID1310 -5.163e+00 1.722e-01 -29.975 < 2e-16 ***
DESTIN_GRID1316 -2.540e+00 5.366e-02 -47.342 < 2e-16 ***
DESTIN_GRID1317 -2.724e+00 5.311e-02 -51.282 < 2e-16 ***
DESTIN_GRID1318 -2.896e+00 5.397e-02 -53.660 < 2e-16 ***
DESTIN_GRID1319 9.315e-02 5.150e-02 1.808 0.070530 .
DESTIN_GRID1320 -1.951e+00 5.299e-02 -36.826 < 2e-16 ***
DESTIN_GRID1324 -1.366e-01 5.394e-02 -2.532 0.011334 *
DESTIN_GRID1325 -2.148e+00 5.330e-02 -40.305 < 2e-16 ***
DESTIN_GRID1326 -4.585e-01 5.165e-02 -8.878 < 2e-16 ***
DESTIN_GRID1327 -2.938e-01 5.161e-02 -5.692 1.25e-08 ***
DESTIN_GRID1328 -5.201e-01 5.176e-02 -10.048 < 2e-16 ***
DESTIN_GRID1329 -7.010e-01 5.212e-02 -13.451 < 2e-16 ***
DESTIN_GRID1330 6.016e-01 5.160e-02 11.659 < 2e-16 ***
DESTIN_GRID1331 -6.088e+00 2.722e-01 -22.369 < 2e-16 ***
DESTIN_GRID1333 -2.074e+00 5.376e-02 -38.572 < 2e-16 ***
DESTIN_GRID1334 -1.681e+00 5.298e-02 -31.728 < 2e-16 ***
DESTIN_GRID1335 7.014e-03 5.166e-02 0.136 0.892006
DESTIN_GRID1336 -3.489e+00 6.890e-02 -50.635 < 2e-16 ***
DESTIN_GRID1337 -3.727e+00 6.131e-02 -60.789 < 2e-16 ***
DESTIN_GRID1338 -4.055e+00 5.872e-02 -69.058 < 2e-16 ***
DESTIN_GRID1339 -2.097e-01 5.152e-02 -4.071 4.67e-05 ***
DESTIN_GRID1340 -1.599e+00 5.216e-02 -30.656 < 2e-16 ***
DESTIN_GRID1341 -5.519e+00 1.072e-01 -51.466 < 2e-16 ***
DESTIN_GRID1346 -3.808e-01 5.183e-02 -7.347 2.03e-13 ***
DESTIN_GRID1347 7.767e-01 5.148e-02 15.085 < 2e-16 ***
DESTIN_GRID1348 -6.506e-01 5.177e-02 -12.568 < 2e-16 ***
DESTIN_GRID1349 3.101e-01 5.161e-02 6.008 1.87e-09 ***
DESTIN_GRID1350 -1.481e+00 5.308e-02 -27.908 < 2e-16 ***
DESTIN_GRID1353 -5.638e-01 5.173e-02 -10.899 < 2e-16 ***
DESTIN_GRID1354 -1.540e+00 5.234e-02 -29.431 < 2e-16 ***
DESTIN_GRID1355 -1.765e+00 5.253e-02 -33.607 < 2e-16 ***
DESTIN_GRID1357 -2.392e+00 5.475e-02 -43.688 < 2e-16 ***
DESTIN_GRID1358 -1.799e-01 5.151e-02 -3.492 0.000479 ***
DESTIN_GRID1359 -1.499e+00 5.174e-02 -28.979 < 2e-16 ***
DESTIN_GRID1360 -1.727e+00 5.185e-02 -33.305 < 2e-16 ***
DESTIN_GRID1361 -1.518e+00 5.215e-02 -29.118 < 2e-16 ***
DESTIN_GRID1362 -2.883e+00 5.828e-02 -49.463 < 2e-16 ***
DESTIN_GRID1368 -1.277e+00 5.206e-02 -24.530 < 2e-16 ***
DESTIN_GRID1369 -1.215e+00 5.203e-02 -23.346 < 2e-16 ***
DESTIN_GRID1370 4.769e-01 5.148e-02 9.265 < 2e-16 ***
DESTIN_GRID1371 -5.347e-01 5.185e-02 -10.311 < 2e-16 ***
DESTIN_GRID1372 -5.770e-01 5.181e-02 -11.139 < 2e-16 ***
DESTIN_GRID1373 -3.570e+00 6.174e-02 -57.824 < 2e-16 ***
DESTIN_GRID1374 -2.219e+00 5.326e-02 -41.658 < 2e-16 ***
DESTIN_GRID1375 -4.028e-01 5.185e-02 -7.767 8.01e-15 ***
DESTIN_GRID1376 -2.156e+00 5.389e-02 -39.998 < 2e-16 ***
DESTIN_GRID1379 -5.327e+00 8.579e-02 -62.094 < 2e-16 ***
DESTIN_GRID1380 4.468e-01 5.145e-02 8.684 < 2e-16 ***
DESTIN_GRID1381 5.977e-01 5.144e-02 11.621 < 2e-16 ***
DESTIN_GRID1382 -2.433e-01 5.158e-02 -4.718 2.39e-06 ***
DESTIN_GRID1383 -3.009e+00 5.485e-02 -54.865 < 2e-16 ***
DESTIN_GRID1388 -5.742e-01 5.174e-02 -11.097 < 2e-16 ***
DESTIN_GRID1389 -8.532e-01 5.184e-02 -16.459 < 2e-16 ***
DESTIN_GRID1390 -4.769e-01 5.177e-02 -9.213 < 2e-16 ***
DESTIN_GRID1391 2.335e-01 5.157e-02 4.528 5.95e-06 ***
DESTIN_GRID1392 -4.391e-01 5.259e-02 -8.351 < 2e-16 ***
DESTIN_GRID1393 -1.100e+00 5.199e-02 -21.161 < 2e-16 ***
DESTIN_GRID1394 -7.766e-01 5.172e-02 -15.014 < 2e-16 ***
DESTIN_GRID1395 -1.180e+00 5.185e-02 -22.758 < 2e-16 ***
DESTIN_GRID1396 -4.435e-01 5.162e-02 -8.592 < 2e-16 ***
DESTIN_GRID1397 -1.428e+00 5.194e-02 -27.495 < 2e-16 ***
DESTIN_GRID1398 -1.873e+00 5.334e-02 -35.119 < 2e-16 ***
DESTIN_GRID1400 -2.299e+00 5.247e-02 -43.806 < 2e-16 ***
DESTIN_GRID1401 -5.540e-01 5.149e-02 -10.760 < 2e-16 ***
DESTIN_GRID1402 -1.256e+00 5.166e-02 -24.321 < 2e-16 ***
DESTIN_GRID1404 -1.752e+00 5.598e-02 -31.297 < 2e-16 ***
DESTIN_GRID1410 4.149e-01 5.150e-02 8.057 7.80e-16 ***
DESTIN_GRID1411 -4.174e-01 5.180e-02 -8.058 7.78e-16 ***
DESTIN_GRID1412 1.809e-01 5.152e-02 3.511 0.000446 ***
DESTIN_GRID1413 -6.014e-01 5.174e-02 -11.623 < 2e-16 ***
DESTIN_GRID1414 -7.128e-01 5.169e-02 -13.790 < 2e-16 ***
DESTIN_GRID1415 -4.171e-01 5.164e-02 -8.077 6.62e-16 ***
DESTIN_GRID1416 -9.325e-01 5.181e-02 -17.997 < 2e-16 ***
DESTIN_GRID1417 -7.910e-01 5.163e-02 -15.319 < 2e-16 ***
DESTIN_GRID1418 -8.507e-01 5.167e-02 -16.465 < 2e-16 ***
DESTIN_GRID1419 -1.220e+00 5.189e-02 -23.505 < 2e-16 ***
DESTIN_GRID1422 -1.687e+00 5.174e-02 -32.612 < 2e-16 ***
DESTIN_GRID1423 -1.133e+00 5.164e-02 -21.937 < 2e-16 ***
DESTIN_GRID1430 1.501e-01 5.159e-02 2.910 0.003620 **
DESTIN_GRID1431 5.787e-01 5.148e-02 11.240 < 2e-16 ***
DESTIN_GRID1432 1.350e-01 5.152e-02 2.621 0.008760 **
DESTIN_GRID1433 -7.545e-01 5.219e-02 -14.457 < 2e-16 ***
DESTIN_GRID1434 2.766e-01 5.151e-02 5.369 7.91e-08 ***
DESTIN_GRID1435 -3.292e-01 5.156e-02 -6.385 1.71e-10 ***
DESTIN_GRID1436 -1.725e+00 5.243e-02 -32.894 < 2e-16 ***
DESTIN_GRID1437 -9.637e-01 5.172e-02 -18.631 < 2e-16 ***
DESTIN_GRID1438 -4.671e-01 5.153e-02 -9.065 < 2e-16 ***
DESTIN_GRID1439 3.198e-01 5.148e-02 6.213 5.21e-10 ***
DESTIN_GRID1440 -4.113e-01 5.174e-02 -7.950 1.87e-15 ***
DESTIN_GRID1442 -3.438e+00 5.420e-02 -63.432 < 2e-16 ***
DESTIN_GRID1443 -1.531e+00 5.170e-02 -29.608 < 2e-16 ***
DESTIN_GRID1444 -5.607e-01 5.173e-02 -10.840 < 2e-16 ***
DESTIN_GRID1452 8.118e-01 5.145e-02 15.778 < 2e-16 ***
DESTIN_GRID1453 -1.408e-02 5.159e-02 -0.273 0.784893
DESTIN_GRID1454 -1.098e+00 5.258e-02 -20.873 < 2e-16 ***
DESTIN_GRID1455 -5.697e-01 5.183e-02 -10.991 < 2e-16 ***
DESTIN_GRID1456 -5.280e-01 5.167e-02 -10.219 < 2e-16 ***
DESTIN_GRID1457 2.822e-02 5.155e-02 0.547 0.584054
DESTIN_GRID1458 9.517e-01 5.142e-02 18.508 < 2e-16 ***
DESTIN_GRID1459 -1.783e+00 5.198e-02 -34.301 < 2e-16 ***
DESTIN_GRID1460 -6.073e-01 5.154e-02 -11.781 < 2e-16 ***
DESTIN_GRID1461 -7.831e-01 5.178e-02 -15.123 < 2e-16 ***
DESTIN_GRID1464 -1.633e+00 5.183e-02 -31.511 < 2e-16 ***
DESTIN_GRID1465 -2.457e+00 5.244e-02 -46.850 < 2e-16 ***
DESTIN_GRID1472 -2.734e-01 5.185e-02 -5.272 1.35e-07 ***
DESTIN_GRID1473 6.758e-01 5.148e-02 13.127 < 2e-16 ***
DESTIN_GRID1474 4.266e-01 5.147e-02 8.289 < 2e-16 ***
DESTIN_GRID1475 -2.113e-03 5.154e-02 -0.041 0.967306
DESTIN_GRID1476 -9.124e-01 5.182e-02 -17.606 < 2e-16 ***
DESTIN_GRID1477 8.931e-01 5.141e-02 17.370 < 2e-16 ***
DESTIN_GRID1478 -7.648e-01 5.160e-02 -14.821 < 2e-16 ***
DESTIN_GRID1479 -1.595e+00 5.186e-02 -30.753 < 2e-16 ***
DESTIN_GRID1480 7.014e-01 5.142e-02 13.640 < 2e-16 ***
DESTIN_GRID1481 -9.949e-01 5.178e-02 -19.213 < 2e-16 ***
DESTIN_GRID1482 1.671e-01 5.160e-02 3.239 0.001201 **
DESTIN_GRID1485 -2.946e+00 5.287e-02 -55.724 < 2e-16 ***
DESTIN_GRID1494 4.452e-01 5.153e-02 8.640 < 2e-16 ***
DESTIN_GRID1495 -3.962e-01 5.167e-02 -7.669 1.73e-14 ***
DESTIN_GRID1496 4.220e-01 5.147e-02 8.198 2.44e-16 ***
DESTIN_GRID1497 -9.585e-01 5.188e-02 -18.476 < 2e-16 ***
DESTIN_GRID1498 -7.843e-01 5.172e-02 -15.164 < 2e-16 ***
DESTIN_GRID1499 -5.354e-01 5.154e-02 -10.387 < 2e-16 ***
DESTIN_GRID1500 -9.712e-01 5.199e-02 -18.682 < 2e-16 ***
DESTIN_GRID1501 -3.035e-01 5.151e-02 -5.892 3.83e-09 ***
DESTIN_GRID1502 -3.759e-01 5.153e-02 -7.295 2.99e-13 ***
DESTIN_GRID1506 -4.869e+00 8.301e-02 -58.662 < 2e-16 ***
DESTIN_GRID1514 -6.164e+00 7.091e-01 -8.692 < 2e-16 ***
DESTIN_GRID1515 -4.065e-01 5.296e-02 -7.675 1.65e-14 ***
DESTIN_GRID1516 4.791e-01 5.147e-02 9.308 < 2e-16 ***
DESTIN_GRID1517 -4.214e-01 5.176e-02 -8.142 3.89e-16 ***
DESTIN_GRID1518 -1.316e+00 5.197e-02 -25.321 < 2e-16 ***
DESTIN_GRID1519 -1.118e+00 5.194e-02 -21.515 < 2e-16 ***
DESTIN_GRID1520 -7.927e-01 5.162e-02 -15.356 < 2e-16 ***
DESTIN_GRID1521 -1.418e+00 5.189e-02 -27.319 < 2e-16 ***
DESTIN_GRID1522 -6.472e-01 5.159e-02 -12.546 < 2e-16 ***
DESTIN_GRID1523 8.026e-01 5.153e-02 15.576 < 2e-16 ***
DESTIN_GRID1524 -1.685e+00 5.264e-02 -31.999 < 2e-16 ***
DESTIN_GRID1527 -4.193e+00 6.046e-02 -69.354 < 2e-16 ***
DESTIN_GRID1535 -9.116e-01 7.854e-02 -11.607 < 2e-16 ***
DESTIN_GRID1536 -1.854e+00 5.705e-02 -32.499 < 2e-16 ***
DESTIN_GRID1537 -9.211e-03 5.169e-02 -0.178 0.858555
DESTIN_GRID1538 -2.376e-01 5.160e-02 -4.604 4.14e-06 ***
DESTIN_GRID1539 -3.107e-01 5.155e-02 -6.027 1.67e-09 ***
DESTIN_GRID1540 -1.079e+00 5.170e-02 -20.863 < 2e-16 ***
DESTIN_GRID1541 -1.394e-01 5.178e-02 -2.693 0.007087 **
DESTIN_GRID1542 -1.214e+00 5.214e-02 -23.284 < 2e-16 ***
DESTIN_GRID1543 -1.602e+00 5.795e-02 -27.640 < 2e-16 ***
DESTIN_GRID1544 -1.308e+00 5.213e-02 -25.082 < 2e-16 ***
DESTIN_GRID1547 -2.180e+00 5.361e-02 -40.662 < 2e-16 ***
DESTIN_GRID1556 -1.483e+00 8.746e-02 -16.957 < 2e-16 ***
DESTIN_GRID1557 -1.281e+00 5.406e-02 -23.704 < 2e-16 ***
DESTIN_GRID1558 -3.610e-01 5.280e-02 -6.838 8.04e-12 ***
DESTIN_GRID1559 2.535e-01 5.149e-02 4.922 8.56e-07 ***
DESTIN_GRID1560 1.730e-01 5.149e-02 3.360 0.000781 ***
DESTIN_GRID1561 -7.602e-01 5.178e-02 -14.681 < 2e-16 ***
DESTIN_GRID1562 -2.820e+00 5.388e-02 -52.343 < 2e-16 ***
DESTIN_GRID1563 -1.879e+00 5.217e-02 -36.014 < 2e-16 ***
DESTIN_GRID1564 -1.584e+00 5.202e-02 -30.460 < 2e-16 ***
DESTIN_GRID1565 -9.769e-01 5.175e-02 -18.878 < 2e-16 ***
DESTIN_GRID1566 -2.750e+00 5.393e-02 -50.994 < 2e-16 ***
DESTIN_GRID1567 -2.594e+00 5.429e-02 -47.789 < 2e-16 ***
DESTIN_GRID1568 -1.584e+00 5.262e-02 -30.106 < 2e-16 ***
DESTIN_GRID1578 -1.475e+00 1.071e-01 -13.778 < 2e-16 ***
DESTIN_GRID1580 -2.548e+00 5.665e-02 -44.974 < 2e-16 ***
DESTIN_GRID1581 -2.404e-01 5.157e-02 -4.662 3.13e-06 ***
DESTIN_GRID1582 -1.181e-01 5.150e-02 -2.292 0.021879 *
DESTIN_GRID1583 -2.020e+00 5.505e-02 -36.696 < 2e-16 ***
DESTIN_GRID1584 -1.835e+00 5.272e-02 -34.808 < 2e-16 ***
DESTIN_GRID1585 -1.232e+00 5.193e-02 -23.731 < 2e-16 ***
DESTIN_GRID1586 -7.262e-01 5.165e-02 -14.060 < 2e-16 ***
DESTIN_GRID1589 -2.274e+00 5.303e-02 -42.883 < 2e-16 ***
DESTIN_GRID1590 -1.739e+00 5.306e-02 -32.781 < 2e-16 ***
DESTIN_GRID1600 -7.707e-01 5.333e-02 -14.452 < 2e-16 ***
DESTIN_GRID1601 -1.220e+00 5.184e-02 -23.525 < 2e-16 ***
DESTIN_GRID1602 -8.154e-01 5.176e-02 -15.753 < 2e-16 ***
DESTIN_GRID1603 2.477e-01 5.150e-02 4.809 1.51e-06 ***
DESTIN_GRID1604 -2.079e+00 5.241e-02 -39.659 < 2e-16 ***
DESTIN_GRID1605 -9.485e-01 5.166e-02 -18.361 < 2e-16 ***
DESTIN_GRID1606 -1.706e+00 5.298e-02 -32.206 < 2e-16 ***
DESTIN_GRID1607 -4.924e-01 5.154e-02 -9.554 < 2e-16 ***
DESTIN_GRID1608 -1.251e+00 5.176e-02 -24.178 < 2e-16 ***
DESTIN_GRID1609 -5.098e-01 5.161e-02 -9.877 < 2e-16 ***
DESTIN_GRID1610 -2.633e+00 5.745e-02 -45.836 < 2e-16 ***
DESTIN_GRID1622 -5.762e-01 5.259e-02 -10.956 < 2e-16 ***
DESTIN_GRID1623 -1.622e-01 5.152e-02 -3.148 0.001642 **
DESTIN_GRID1624 3.553e-01 5.150e-02 6.899 5.24e-12 ***
DESTIN_GRID1625 -5.541e-01 5.165e-02 -10.728 < 2e-16 ***
DESTIN_GRID1626 1.160e+00 5.141e-02 22.559 < 2e-16 ***
DESTIN_GRID1627 -2.012e+00 5.211e-02 -38.618 < 2e-16 ***
DESTIN_GRID1628 5.820e-02 5.148e-02 1.130 0.258281
DESTIN_GRID1629 -3.015e+00 5.345e-02 -56.411 < 2e-16 ***
DESTIN_GRID1630 -2.569e+00 5.260e-02 -48.845 < 2e-16 ***
DESTIN_GRID1631 -2.834e+00 5.414e-02 -52.334 < 2e-16 ***
DESTIN_GRID1642 -2.991e+00 5.997e-02 -49.875 < 2e-16 ***
DESTIN_GRID1643 -6.638e-01 5.167e-02 -12.848 < 2e-16 ***
DESTIN_GRID1644 -6.226e-01 5.187e-02 -12.001 < 2e-16 ***
DESTIN_GRID1645 -8.342e-01 5.172e-02 -16.128 < 2e-16 ***
DESTIN_GRID1646 -6.069e-01 5.193e-02 -11.687 < 2e-16 ***
DESTIN_GRID1647 -1.308e+00 5.171e-02 -25.286 < 2e-16 ***
DESTIN_GRID1648 -1.223e+00 5.166e-02 -23.674 < 2e-16 ***
DESTIN_GRID1649 -6.605e-01 5.153e-02 -12.819 < 2e-16 ***
DESTIN_GRID1650 -1.552e+00 5.187e-02 -29.909 < 2e-16 ***
DESTIN_GRID1664 -4.896e+00 1.143e-01 -42.826 < 2e-16 ***
DESTIN_GRID1665 -6.283e-02 5.151e-02 -1.220 0.222545
DESTIN_GRID1666 -3.207e-02 5.151e-02 -0.623 0.533489
DESTIN_GRID1667 -9.746e-01 5.334e-02 -18.270 < 2e-16 ***
DESTIN_GRID1668 -1.252e+00 5.178e-02 -24.188 < 2e-16 ***
DESTIN_GRID1670 -8.224e-01 5.155e-02 -15.954 < 2e-16 ***
DESTIN_GRID1671 -1.269e+00 5.243e-02 -24.201 < 2e-16 ***
DESTIN_GRID1672 -2.352e+00 5.273e-02 -44.601 < 2e-16 ***
DESTIN_GRID1684 -4.447e-01 5.212e-02 -8.533 < 2e-16 ***
DESTIN_GRID1685 -1.505e+00 5.208e-02 -28.890 < 2e-16 ***
DESTIN_GRID1686 -6.818e-01 5.165e-02 -13.202 < 2e-16 ***
DESTIN_GRID1687 -4.568e-01 5.178e-02 -8.822 < 2e-16 ***
DESTIN_GRID1688 -1.225e+00 5.179e-02 -23.650 < 2e-16 ***
DESTIN_GRID1689 -2.054e+00 5.230e-02 -39.273 < 2e-16 ***
DESTIN_GRID1690 -2.702e+00 5.292e-02 -51.058 < 2e-16 ***
DESTIN_GRID1691 -7.812e-01 5.154e-02 -15.156 < 2e-16 ***
DESTIN_GRID1692 -2.788e+00 5.325e-02 -52.363 < 2e-16 ***
DESTIN_GRID1706 -8.291e-01 5.191e-02 -15.972 < 2e-16 ***
DESTIN_GRID1707 -1.551e+00 5.197e-02 -29.844 < 2e-16 ***
DESTIN_GRID1708 -9.595e-01 5.173e-02 -18.549 < 2e-16 ***
DESTIN_GRID1709 -2.687e-01 5.156e-02 -5.213 1.86e-07 ***
DESTIN_GRID1710 -4.813e-01 5.159e-02 -9.328 < 2e-16 ***
DESTIN_GRID1711 8.888e-02 5.148e-02 1.727 0.084242 .
DESTIN_GRID1712 -7.826e-01 5.153e-02 -15.187 < 2e-16 ***
DESTIN_GRID1713 -3.275e+00 5.365e-02 -61.055 < 2e-16 ***
DESTIN_GRID1714 -1.901e+00 5.202e-02 -36.535 < 2e-16 ***
DESTIN_GRID1727 -3.421e-01 5.164e-02 -6.624 3.49e-11 ***
DESTIN_GRID1728 -2.740e-01 5.154e-02 -5.316 1.06e-07 ***
DESTIN_GRID1729 -1.596e-01 5.153e-02 -3.097 0.001957 **
DESTIN_GRID1730 -1.329e+00 5.204e-02 -25.528 < 2e-16 ***
DESTIN_GRID1731 -3.559e-01 5.154e-02 -6.905 5.03e-12 ***
DESTIN_GRID1732 -9.852e-01 5.157e-02 -19.104 < 2e-16 ***
DESTIN_GRID1733 -2.138e+00 5.197e-02 -41.147 < 2e-16 ***
DESTIN_GRID1734 -9.955e-01 5.158e-02 -19.300 < 2e-16 ***
DESTIN_GRID1735 -1.648e+00 5.320e-02 -30.986 < 2e-16 ***
DESTIN_GRID1748 -1.360e+00 5.212e-02 -26.093 < 2e-16 ***
DESTIN_GRID1749 -8.143e-02 5.150e-02 -1.581 0.113845
DESTIN_GRID1750 -1.785e-01 5.152e-02 -3.465 0.000530 ***
DESTIN_GRID1751 -7.031e-01 5.173e-02 -13.592 < 2e-16 ***
DESTIN_GRID1753 -4.985e-01 5.155e-02 -9.671 < 2e-16 ***
DESTIN_GRID1754 4.211e-01 5.143e-02 8.187 2.67e-16 ***
DESTIN_GRID1755 -4.118e-01 5.148e-02 -8.000 1.25e-15 ***
DESTIN_GRID1756 -1.472e+00 5.166e-02 -28.502 < 2e-16 ***
DESTIN_GRID1757 -3.883e+00 5.613e-02 -69.174 < 2e-16 ***
DESTIN_GRID1769 -6.948e-01 5.170e-02 -13.439 < 2e-16 ***
DESTIN_GRID1770 -1.007e+00 5.177e-02 -19.444 < 2e-16 ***
DESTIN_GRID1771 -6.161e-02 5.159e-02 -1.194 0.232356
DESTIN_GRID1772 8.903e-01 5.184e-02 17.172 < 2e-16 ***
DESTIN_GRID1774 -1.602e+00 5.179e-02 -30.922 < 2e-16 ***
DESTIN_GRID1775 -2.047e+00 5.191e-02 -39.426 < 2e-16 ***
DESTIN_GRID1776 1.752e-01 5.144e-02 3.407 0.000658 ***
DESTIN_GRID1777 -1.989e+00 5.188e-02 -38.328 < 2e-16 ***
DESTIN_GRID1778 -2.898e+00 5.550e-02 -52.217 < 2e-16 ***
DESTIN_GRID1790 -1.192e-02 5.159e-02 -0.231 0.817266
DESTIN_GRID1791 -5.056e-01 5.166e-02 -9.788 < 2e-16 ***
DESTIN_GRID1792 -4.585e-01 5.181e-02 -8.851 < 2e-16 ***
DESTIN_GRID1793 -4.980e-01 5.166e-02 -9.640 < 2e-16 ***
DESTIN_GRID1794 1.167e+00 5.191e-02 22.480 < 2e-16 ***
DESTIN_GRID1795 -3.094e+00 5.552e-02 -55.726 < 2e-16 ***
DESTIN_GRID1796 -9.969e-01 5.163e-02 -19.311 < 2e-16 ***
DESTIN_GRID1797 -1.347e+00 5.163e-02 -26.083 < 2e-16 ***
DESTIN_GRID1798 -1.316e+00 5.162e-02 -25.505 < 2e-16 ***
DESTIN_GRID1799 -2.273e+00 5.215e-02 -43.581 < 2e-16 ***
DESTIN_GRID1800 -4.061e+00 7.323e-02 -55.452 < 2e-16 ***
DESTIN_GRID1811 -1.078e+00 5.191e-02 -20.758 < 2e-16 ***
DESTIN_GRID1812 3.537e-01 5.146e-02 6.874 6.26e-12 ***
DESTIN_GRID1813 4.913e-01 5.146e-02 9.547 < 2e-16 ***
DESTIN_GRID1817 -2.633e+00 5.275e-02 -49.907 < 2e-16 ***
DESTIN_GRID1818 -1.741e+00 5.169e-02 -33.688 < 2e-16 ***
DESTIN_GRID1819 5.056e-03 5.145e-02 0.098 0.921721
DESTIN_GRID1820 -4.696e+00 6.791e-02 -69.143 < 2e-16 ***
DESTIN_GRID1832 2.942e-01 5.152e-02 5.711 1.12e-08 ***
DESTIN_GRID1833 -1.140e+00 5.182e-02 -21.996 < 2e-16 ***
DESTIN_GRID1834 -1.174e+00 5.177e-02 -22.669 < 2e-16 ***
DESTIN_GRID1835 -1.115e+00 5.189e-02 -21.480 < 2e-16 ***
DESTIN_GRID1837 -1.289e+00 5.313e-02 -24.263 < 2e-16 ***
DESTIN_GRID1839 -2.769e+00 5.277e-02 -52.482 < 2e-16 ***
DESTIN_GRID1840 4.079e-02 5.146e-02 0.793 0.427949
DESTIN_GRID1841 -3.658e+00 5.661e-02 -64.617 < 2e-16 ***
DESTIN_GRID1842 -1.258e+00 5.394e-02 -23.318 < 2e-16 ***
DESTIN_GRID1853 -7.000e-01 5.167e-02 -13.549 < 2e-16 ***
DESTIN_GRID1854 -4.851e-01 5.161e-02 -9.401 < 2e-16 ***
DESTIN_GRID1855 -1.083e-01 5.155e-02 -2.101 0.035682 *
DESTIN_GRID1858 -1.444e-01 5.202e-02 -2.776 0.005500 **
DESTIN_GRID1860 -2.004e+00 5.457e-02 -36.720 < 2e-16 ***
DESTIN_GRID1861 -1.536e+00 5.171e-02 -29.709 < 2e-16 ***
DESTIN_GRID1874 -1.104e+00 5.220e-02 -21.153 < 2e-16 ***
DESTIN_GRID1875 -2.816e+00 5.524e-02 -50.972 < 2e-16 ***
DESTIN_GRID1876 -1.533e+00 5.573e-02 -27.512 < 2e-16 ***
DESTIN_GRID1877 -3.026e-01 5.158e-02 -5.867 4.44e-09 ***
DESTIN_GRID1880 -1.096e+00 5.323e-02 -20.585 < 2e-16 ***
DESTIN_GRID1882 -1.576e+00 5.174e-02 -30.458 < 2e-16 ***
DESTIN_GRID1883 -2.566e+00 5.472e-02 -46.881 < 2e-16 ***
DESTIN_GRID1895 -2.901e-01 5.161e-02 -5.622 1.89e-08 ***
DESTIN_GRID1896 -1.386e+00 5.193e-02 -26.695 < 2e-16 ***
DESTIN_GRID1897 -2.067e+00 5.262e-02 -39.276 < 2e-16 ***
DESTIN_GRID1898 -2.644e+00 5.718e-02 -46.239 < 2e-16 ***
DESTIN_GRID1901 -1.608e+00 5.517e-02 -29.142 < 2e-16 ***
DESTIN_GRID1903 -3.012e+00 5.408e-02 -55.696 < 2e-16 ***
DESTIN_GRID1917 -1.516e+00 5.213e-02 -29.079 < 2e-16 ***
DESTIN_GRID1918 -3.006e-01 5.174e-02 -5.810 6.26e-09 ***
DESTIN_GRID1919 -1.690e-01 5.156e-02 -3.278 0.001044 **
DESTIN_GRID1922 -3.794e-01 5.243e-02 -7.237 4.60e-13 ***
DESTIN_GRID1924 -3.154e+00 5.511e-02 -57.239 < 2e-16 ***
DESTIN_GRID1937 -9.020e-01 5.190e-02 -17.380 < 2e-16 ***
DESTIN_GRID1938 -1.173e-01 5.155e-02 -2.276 0.022826 *
DESTIN_GRID1939 -1.235e+00 5.199e-02 -23.763 < 2e-16 ***
DESTIN_GRID1942 -1.733e+00 5.470e-02 -31.678 < 2e-16 ***
DESTIN_GRID1959 -1.322e+00 5.220e-02 -25.332 < 2e-16 ***
DESTIN_GRID1960 1.063e+00 5.142e-02 20.679 < 2e-16 ***
DESTIN_GRID1961 -1.529e+00 5.223e-02 -29.273 < 2e-16 ***
DESTIN_GRID1962 -7.013e-01 5.170e-02 -13.564 < 2e-16 ***
DESTIN_GRID1964 -7.052e-02 5.255e-02 -1.342 0.179626
DESTIN_GRID1979 -9.039e-01 5.200e-02 -17.382 < 2e-16 ***
DESTIN_GRID1980 -1.151e+00 5.179e-02 -22.226 < 2e-16 ***
DESTIN_GRID1981 -1.180e+00 5.183e-02 -22.775 < 2e-16 ***
DESTIN_GRID1982 -5.597e-01 5.184e-02 -10.796 < 2e-16 ***
DESTIN_GRID1983 -8.284e-01 5.171e-02 -16.019 < 2e-16 ***
DESTIN_GRID1984 -7.436e-01 5.173e-02 -14.375 < 2e-16 ***
DESTIN_GRID1985 -6.043e-01 5.168e-02 -11.692 < 2e-16 ***
DESTIN_GRID2001 -8.561e-01 5.177e-02 -16.537 < 2e-16 ***
DESTIN_GRID2002 -7.311e-01 5.160e-02 -14.168 < 2e-16 ***
DESTIN_GRID2003 -1.557e-01 5.154e-02 -3.021 0.002516 **
DESTIN_GRID2004 2.590e-02 5.152e-02 0.503 0.615133
DESTIN_GRID2005 -1.009e+00 5.176e-02 -19.497 < 2e-16 ***
DESTIN_GRID2006 -1.483e-01 5.157e-02 -2.875 0.004043 **
DESTIN_GRID2007 -3.547e+00 5.945e-02 -59.664 < 2e-16 ***
DESTIN_GRID2022 -3.300e-01 5.177e-02 -6.374 1.84e-10 ***
DESTIN_GRID2023 -2.919e-01 5.156e-02 -5.662 1.50e-08 ***
DESTIN_GRID2024 -1.575e-02 5.150e-02 -0.306 0.759756
DESTIN_GRID2025 -1.317e+00 5.176e-02 -25.441 < 2e-16 ***
DESTIN_GRID2026 -2.028e+00 5.266e-02 -38.511 < 2e-16 ***
DESTIN_GRID2027 -6.857e-02 5.155e-02 -1.330 0.183425
DESTIN_GRID2043 -1.736e+00 5.257e-02 -33.011 < 2e-16 ***
DESTIN_GRID2044 -7.876e-01 5.168e-02 -15.242 < 2e-16 ***
DESTIN_GRID2045 -1.480e+00 5.269e-02 -28.086 < 2e-16 ***
DESTIN_GRID2046 -3.213e-02 5.148e-02 -0.624 0.532582
DESTIN_GRID2047 -1.895e+00 5.216e-02 -36.326 < 2e-16 ***
DESTIN_GRID2048 -1.678e+00 5.206e-02 -32.230 < 2e-16 ***
DESTIN_GRID2049 -3.503e+00 5.849e-02 -59.896 < 2e-16 ***
DESTIN_GRID2064 -9.463e-01 5.183e-02 -18.256 < 2e-16 ***
DESTIN_GRID2065 -1.118e+00 5.184e-02 -21.559 < 2e-16 ***
DESTIN_GRID2066 -3.285e+00 6.078e-02 -54.048 < 2e-16 ***
DESTIN_GRID2067 1.506e+00 5.141e-02 29.300 < 2e-16 ***
DESTIN_GRID2068 -1.947e+00 5.303e-02 -36.720 < 2e-16 ***
DESTIN_GRID2069 -1.433e+00 5.203e-02 -27.538 < 2e-16 ***
DESTIN_GRID2085 -8.209e-01 5.188e-02 -15.822 < 2e-16 ***
DESTIN_GRID2086 5.518e-01 5.149e-02 10.716 < 2e-16 ***
DESTIN_GRID2087 2.204e-01 5.151e-02 4.278 1.89e-05 ***
DESTIN_GRID2088 -9.762e-01 5.166e-02 -18.894 < 2e-16 ***
DESTIN_GRID2089 -1.530e+00 5.212e-02 -29.345 < 2e-16 ***
DESTIN_GRID2090 1.167e+00 5.143e-02 22.701 < 2e-16 ***
DESTIN_GRID2091 -4.324e+00 8.532e-02 -50.685 < 2e-16 ***
DESTIN_GRID2105 -1.730e+00 8.288e-02 -20.873 < 2e-16 ***
DESTIN_GRID2106 -2.387e+00 5.355e-02 -44.574 < 2e-16 ***
DESTIN_GRID2107 4.991e-01 5.149e-02 9.693 < 2e-16 ***
DESTIN_GRID2108 5.278e-02 5.157e-02 1.024 0.306020
DESTIN_GRID2109 -1.369e+00 5.177e-02 -26.441 < 2e-16 ***
DESTIN_GRID2110 -2.123e+00 5.266e-02 -40.312 < 2e-16 ***
DESTIN_GRID2111 -3.306e+00 6.131e-02 -53.928 < 2e-16 ***
DESTIN_GRID2128 -6.382e-01 5.203e-02 -12.267 < 2e-16 ***
DESTIN_GRID2129 -8.214e-01 5.232e-02 -15.700 < 2e-16 ***
DESTIN_GRID2130 -7.682e-01 5.164e-02 -14.877 < 2e-16 ***
DESTIN_GRID2131 -8.001e-01 5.183e-02 -15.435 < 2e-16 ***
DESTIN_GRID2132 -1.358e+00 5.190e-02 -26.160 < 2e-16 ***
DESTIN_GRID2148 -1.368e+00 5.343e-02 -25.609 < 2e-16 ***
DESTIN_GRID2149 -1.470e+00 5.252e-02 -27.991 < 2e-16 ***
DESTIN_GRID2150 -1.104e+00 5.201e-02 -21.225 < 2e-16 ***
DESTIN_GRID2151 5.889e-01 5.145e-02 11.446 < 2e-16 ***
DESTIN_GRID2152 -3.866e-01 5.161e-02 -7.490 6.87e-14 ***
DESTIN_GRID2153 -1.696e+00 5.259e-02 -32.243 < 2e-16 ***
DESTIN_GRID2171 -1.848e-01 5.165e-02 -3.578 0.000347 ***
DESTIN_GRID2172 -1.854e+00 5.253e-02 -35.289 < 2e-16 ***
DESTIN_GRID2173 -1.475e+00 5.188e-02 -28.425 < 2e-16 ***
DESTIN_GRID2174 -8.186e-01 5.178e-02 -15.808 < 2e-16 ***
DESTIN_GRID2191 8.888e-02 5.190e-02 1.713 0.086778 .
DESTIN_GRID2192 -1.302e+00 5.250e-02 -24.804 < 2e-16 ***
DESTIN_GRID2193 -6.392e-01 5.175e-02 -12.351 < 2e-16 ***
DESTIN_GRID2194 -6.899e-01 5.168e-02 -13.351 < 2e-16 ***
DESTIN_GRID2195 -2.654e+00 6.297e-02 -42.155 < 2e-16 ***
DESTIN_GRID2212 8.301e-02 5.301e-02 1.566 0.117403
DESTIN_GRID2213 -2.473e-01 5.201e-02 -4.755 1.99e-06 ***
DESTIN_GRID2214 4.099e-01 5.190e-02 7.899 2.82e-15 ***
DESTIN_GRID2215 -1.259e+00 5.224e-02 -24.100 < 2e-16 ***
DESTIN_GRID2216 -4.085e-01 5.172e-02 -7.898 2.83e-15 ***
DESTIN_GRID2233 4.418e-01 5.231e-02 8.447 < 2e-16 ***
DESTIN_GRID2234 9.850e-01 5.204e-02 18.926 < 2e-16 ***
DESTIN_GRID2235 -3.566e-01 5.214e-02 -6.840 7.91e-12 ***
DESTIN_GRID2236 -1.874e+00 5.316e-02 -35.259 < 2e-16 ***
DESTIN_GRID2237 -3.641e-01 5.266e-02 -6.915 4.68e-12 ***
DESTIN_GRID2256 -1.433e-01 5.281e-02 -2.713 0.006665 **
DESTIN_GRID2257 -2.614e+00 5.792e-02 -45.136 < 2e-16 ***
DESTIN_GRID2258 -6.010e-01 5.189e-02 -11.582 < 2e-16 ***
DESTIN_GRID2259 4.511e-01 5.241e-02 8.607 < 2e-16 ***
DESTIN_GRID2277 -1.435e+00 5.754e-02 -24.938 < 2e-16 ***
DESTIN_GRID2278 -1.179e+00 5.397e-02 -21.840 < 2e-16 ***
DESTIN_GRID2279 -4.025e-01 5.191e-02 -7.753 8.96e-15 ***
DESTIN_GRID2280 -1.676e+00 6.048e-02 -27.712 < 2e-16 ***
DESTIN_GRID2297 -1.664e+00 5.472e-02 -30.411 < 2e-16 ***
DESTIN_GRID2300 -1.416e+00 5.539e-02 -25.571 < 2e-16 ***
DESTIN_GRID2301 -6.999e-01 5.232e-02 -13.376 < 2e-16 ***
DESTIN_GRID2318 7.186e-01 5.167e-02 13.908 < 2e-16 ***
DESTIN_GRID2319 7.175e-01 5.164e-02 13.896 < 2e-16 ***
DESTIN_GRID2322 -2.605e-01 5.219e-02 -4.991 6.00e-07 ***
DESTIN_GRID2337 2.778e-01 5.465e-02 5.083 3.72e-07 ***
DESTIN_GRID2341 9.995e-01 5.161e-02 19.366 < 2e-16 ***
DESTIN_GRID2343 -1.161e+00 5.301e-02 -21.899 < 2e-16 ***
DESTIN_GRID2361 -3.698e-01 5.221e-02 -7.083 1.41e-12 ***
DESTIN_GRID2364 -2.321e+00 5.998e-02 -38.697 < 2e-16 ***
DESTIN_GRID2379 -1.223e+00 5.819e-02 -21.013 < 2e-16 ***
DESTIN_GRID2384 7.285e-01 5.179e-02 14.066 < 2e-16 ***
DESTIN_GRID2405 1.404e+00 5.161e-02 27.204 < 2e-16 ***
DESTIN_GRID2406 -1.654e+00 5.672e-02 -29.159 < 2e-16 ***
DESTIN_GRID2426 8.619e-01 5.256e-02 16.398 < 2e-16 ***
DESTIN_GRID2427 1.148e+00 5.181e-02 22.155 < 2e-16 ***
DESTIN_GRID2505 7.172e-01 5.488e-02 13.068 < 2e-16 ***
log(dist) -1.623e+00 2.912e-04 -5572.760 < 2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for poisson family taken to be 1)
Null deviance: 99139891 on 64943 degrees of freedom
Residual deviance: 24915782 on 63312 degrees of freedom
AIC: 25273108
Number of Fisher Scoring iterations: 7Model Comparison
RMSE
model_list <- list(unconstrained=uncSIM,
originConstrained=orcSIM,
destinationConstrained=decSIM,
doublyConstrained=dbcSIM)compare_performance(model_list,
metrics = "RMSE")# Comparison of Model Performance Indices
Name | Model | RMSE
-----------------------------------------
unconstrained | glm | 1605.070
originConstrained | glm | 1537.575
destinationConstrained | glm | 1361.505
doublyConstrained | glm | 1186.232From all the model built, the model that perform the best is double constrained with the lowest RMSE with 1186.232
R-Squared
CalcRSquared <- function(observed,estimated){
r <- cor(observed,estimated)
R2 <- r^2
R2
}CalcRSquared(uncSIM$data$TRIPS, uncSIM$fitted.values)[1] 0.2261695CalcRSquared(orcSIM$data$TRIPS, orcSIM$fitted.values)[1] 0.2893979CalcRSquared(decSIM$data$TRIPS, decSIM$fitted.values)[1] 0.4428208CalcRSquared(dbcSIM$data$TRIPS, dbcSIM$fitted.values)[1] 0.5774051Similar with the RMSE result, from the r squared, double constrained model also perform the best among all achieving the highest r square
Visualising Fitted
flowData$uncTRIPS <- uncSIM$fitted.values
flowData$orcTRIPS <- orcSIM$fitted.values
flowData$decTRIPS <- decSIM$fitted.values
flowData$dbcTRIPS <- dbcSIM$fitted.valuesunc_p <- ggplot(data = flowData,
aes(x = TRIPS,
y = uncTRIPS)) +
geom_point() +
geom_smooth(method = lm)
orc_p <- ggplot(data = flowData,
aes(x = TRIPS,
y = orcTRIPS)) +
geom_point() +
geom_smooth(method = lm)
dec_p <- ggplot(data = flowData,
aes(x = TRIPS,
y = decTRIPS)) +
geom_point() +
geom_smooth(method = lm)
dbc_p <- ggplot(data = flowData,
aes(x = TRIPS,
y = dbcTRIPS)) +
geom_point() +
geom_smooth(method = lm)ggarrange(unc_p, orc_p, dec_p, dbc_p,
ncol = 2,
nrow = 2)`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'
`geom_smooth()` using formula = 'y ~ x'
The result can also be seen from the plot above where the points are more tights on the doubly constrained model. Meanwhile, more loose for the unconstrained, origin constrained, and destination model.